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Author SHA1 Message Date
Dmytro StrukandGitHub ed53ba158b Temporarily suppress CS8002 error (#2462) 2025-11-25 17:24:46 -08:00
5d8be5836c Python: Added support for application endpoints in Azure AI client (#2460)
* Added support for application endpoints in Azure AI client

* Fixed tests

* Update python/samples/getting_started/agents/azure_ai/azure_ai_with_application_endpoint.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Addressed comments

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-11-25 19:32:55 +00:00
Dmytro StrukandGitHub 0c1d12feca Suppressed CS8002 for Anthropic package (#2461) 2025-11-25 19:11:49 +00:00
b1c210c9d8 Python: Added MCP tool support for azure functions package. (#2385)
* 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

* Agents as MCP tools

* Removed unused files and updated sample

* .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>

* Addressed copilot feedback

* Minor refactoring and added tests

* Updated mcp sample

* Fixed broken link in readme

* Addressed copilot comments

* Addressed feedback

* Updated property to enable_mcp_tool_trigger

---------

Co-authored-by: Laveesh Rohra <larohra@microsoft.com>
Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>
Co-authored-by: Chris Gillum <cgillum@microsoft.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-11-25 18:50:02 +00:00
Dmytro StrukandGitHub b8260ae24c Python: [BREAKING] Removed default "store" value (#2443)
* Removed default store value

* Small fix
2025-11-25 17:53:08 +00:00
Dmytro StrukandGitHub d302bffc63 Updated package versions (#2455) 2025-11-25 17:16:00 +00:00
Stephen ToubandGitHub 7a4f6877c3 Use Random.GetString in hosting IdGenerator (#2427) 2025-11-25 12:01:28 +00:00
westeyandGitHub b6c3b8d3f2 [BREAKING] Remove NotifyThreadOfNewMessagesAsync AIAgent helper (#2450)
* Remove NotifyThreadOfNewMessagesAsync helper from AIAgent

* Fix bug

* Update comment
2025-11-25 11:59:26 +00:00
1dde57981e .NET: Add Anthropic Agent Package (#2359)
* WIP

* WIP

* Simple call working

* Update Thinking sample

* Non-Streaming Function calling working

* Update Anthropic Impl

* Public Preps

* UT + IT working

* Update documentation + samples

* Update variable

* Revert nuget.config

* Add IT for BetaService implementation

* Remove polyfill + enable IT to run for netstandard 2.0

* Skipping Anthropic IT's for manual execution and avoid pipeline execution

* Fix compilation error

* Address error in UT

* Apply suggestions from code review

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Fix warning

* Net 10 update

* Update for NET 10, remove Anthropic.Foundry due to vulnerability

* Final missing adjustments for NET 10

* Address PR comments

* Remove unused code

* Address feedback

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-11-25 11:53:18 +00:00
112410ecd6 .NET: [BREAKING] Add GetNewThread overload for taking a ChatMessageStore at thread creation time (#2429)
* Add GetNewThread overload for taking a ChatMessageStore at thread creation time and move message store creation to thread creation time.

* Fix formatting.

* Apply suggestions from code review

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Apply suggestion from @rogerbarreto

Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com>

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com>
2025-11-25 10:49:01 +00:00
SergeyMenshykhandGitHub a89c15d6e6 .NET: Change type of props representing continuation token (#2430)
* change type of props representing continuation token

* use explict cast instead of the as operator
2025-11-25 09:59:43 +00:00
27b3a517eb [BREAKING] Python: Adjust magentic event types raised. No need for custom events. (#2215)
* Adjust magentic event types raised. No need for custom events.

* Cleanup

* Fix test

* Update python/packages/core/agent_framework/_workflows/_magentic.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-11-25 08:24:08 +00:00
Eduard van ValkenburgandGitHub 1b4103dce3 Python: fix for logging setup (#2371)
* fix for logging setup

* typo fixes

* fix text
2025-11-25 08:19:34 +00:00
Evan MattsonandGitHub 2a4802eac3 Python: Fix runtime response format for responses client (#2440)
* Fix runtime response format for responses client

* Handle run time schema for Azure AI Client.
2025-11-25 07:50:20 +00:00
Giles OdigweandGitHub e303cc963d Python: AzureAI OpenAPI + Memory Search Samples (#2390)
* openapi + memory search samples

* readme update

* memory store name fix
2025-11-25 01:17:14 +00:00
Tomek SłomaandGitHub c78edda64f fix: always include output in function call result message (#2414)
This follows the official OpenAI API schema
2025-11-25 00:44:43 +00:00
a610a4769c .NET: Add support for background responses to A2A agent (#2381)
* add support for baackground responses to a2a agent

* fix line endings

* address pr review comments

* address pr review comments

* update sample to net10.0

* Update dotnet/samples/GettingStarted/A2A/A2AAgent_PollingForTaskCompletion/README.md

Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com>

* Update dotnet/src/Microsoft.Agents.AI.A2A/Extensions/A2AAgentTaskExtensions.cs

Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com>

* Update dotnet/samples/GettingStarted/A2A/A2AAgent_PollingForTaskCompletion/Program.cs

Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com>

* address pr review feedback

* add clarification regarding background responses

---------

Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com>
2025-11-24 19:41:06 +00:00
Giles OdigweandGitHub bcbf1b33e8 Python: Preserve MCP array items schema in Pydantic field generation (#2382)
* mcp tool parameter fix

* small fixes
2025-11-24 17:16:30 +00:00
Eduard van ValkenburgandGitHub 9f43108ef1 Python: renamed ai search and cleanup of samples and unified import logic (#2369)
* renamed ai search and cleanup of samples and unified import logic

* fixed error messages

* fixed folder name

* remove old samples from readme
2025-11-24 17:06:22 +00:00
westeyandGitHub db424d56f3 Update to latest dotnet devcontainer and add docker in docker. (#2426) 2025-11-24 15:42:53 +00:00
Roger BarretoandGitHub c692821869 Address IT failure for V2 (#2421) 2025-11-24 14:02:32 +00:00
Stephen ToubandGitHub a116edaf5a Update to latest MEAI 10.0.1 and OpenAI 2.7.0 (#2392) 2025-11-24 13:51:27 +00:00
b66efcc09d remove version override for v10 packages (#2393)
Co-authored-by: SergeyMenshykh <sergemenshikh@gmail.com>
2025-11-24 13:01:07 +00:00
Giles OdigweandGitHub ec08ee541d a2a sample update (#2391) 2025-11-24 10:57:00 +00:00
Evan MattsonandGitHub f9a94ce7b5 Bug fix for Redis TypeError (#2411) 2025-11-24 10:48:33 +00:00
Victor DibiaandGitHub f0f1051c7d Python: make tool call view optional in DevUI + other link fixes (#2243)
* make tool call view optional in devui + other link fixes

* fix #2310, ensure correct port is shown in command

* fix dialog bug

* ensure executor ids are tracked per items, fix bug where data from concurrent executors where not seperated properly fix #2351

* fix: Enable multi-round human-in-the-loop (HIL) in DevUI workflows

- Backend: Enrich RequestInfoEvents with response schemas in send_responses_streaming path
- Frontend: Replace old HIL requests with new ones instead of accumulating them
- Frontend: Fix HIL response state management to prevent sending stale request responses

This allows workflows to properly handle sequential HIL requests, showing only the
current request to users and progressing through multiple input rounds correctly.

fixes #2334

* fix bug to ensure in memory entities cannot be reloaded in ui
2025-11-24 07:22:53 +00:00
Stephen ToubandGitHub dc2b109b50 .NET: Upgrade to .NET 10 (#2128)
* Upgrade to .NET 10

- Require .NET 10 SDK
- Include net10.0 assets in all assemblies
- Move net9.0-only targets to net10.0
- Update LangVersion to latest
- Remove complicated distinctions between debug target TFMs and release target TFMs
- Remove unnecessary package dependencies when built into netcoreapp
- Clean up some ifdefs
- Clean up some analyzer warnings

* Fix CI
2025-11-22 04:14:15 +00:00
ee8936d514 Python: Integration tests for Azure AI client and fixes in samples (#2387)
* Added integration tests

* Update python/packages/azure-ai/tests/test_azure_ai_client.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Small fixes in samples

* Small fix

* Small fix

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-11-22 00:31:57 +00:00
Peter IbekweandGitHub b7a19b0fa2 Added unit test for RetrieveConversationMessagesExecutor (#2388) 2025-11-21 21:03:21 +00:00
Korolev DmitryandGitHub 02b8ac277e .NET: sanitize redirectUrl for logs (#2356)
* sanitize redirectUrl for logs

* use basepath

* sanitize both path and reddirect url
2025-11-21 12:25:53 +00:00
westeyandGitHub 7148718804 Redacting log data unless opting out. (#2372) 2025-11-21 11:09:17 +00:00
4c529037b8 Python: Use Foundry evaluators to evaluate agent workflows (#2322)
* Create workflow evaluation with Foundry demo

* Upgrade syntax

* Add copyright line

* import fix

* import fix

* address pr comments

* Python: Workflow eval sample - print evaluator names

* Python: Workflow eval - address PR comments

* Update samples readme

---------

Co-authored-by: Salma Elshafey <selshafey@microsoft.com>
Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
2025-11-21 09:51:44 +00:00
1bf926bfc9 Python: Fix the example of multi-tier handoff workflow with specialist-to-specialist routing (#2332)
* Fix the example (1) to send only one initial message (2) to end conversation after trigger the last response as the comment describes

* Apply suggestions from code review

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* changed the hard-coded user query

---------

Co-authored-by: tsuting.kao <tsu.kao@microsoft.com>
Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-11-21 09:36:35 +00:00
d18ce24bf8 Python: feat(mcp): add full _meta field support for CallToolResult objects (#2286)
* feat(mcp): add full _meta field support for CallToolResult objects

- Extract and preserve complete _meta field from MCP CallToolResult responses
- Merge metadata into additional_properties of converted content items
- Handle isError field for proper error state integration
- Support arbitrary metadata like token usage, costs, and performance metrics
- Maintain backward compatibility with existing tool execution workflows
- Add comprehensive test coverage for all metadata scenarios including edge cases
- Update documentation with metadata handling examples and patterns

Fixes protocol compliance violation where _meta fields were being dropped,
enables proper monitoring and cost tracking of MCP tool usage.

* Update python/packages/core/agent_framework/_mcp.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Clarify MCP _meta field test to use generic example metadata

- Updated test_mcp_call_tool_result_with_meta_arbitrary_data to use arbitrary metadata fields
- Added comments to emphasize that _meta structure is server-specific and not standardized

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-11-21 08:43:24 +00:00
Eduard van ValkenburgandGitHub a7a0660cac removed additional properties from messages sent to OAI responses and chat (#2344) 2025-11-21 08:41:38 +00:00
0781d4b459 Python: Add Handoff + tool approval + checkpointing sample (#2346)
* Handoff sample

* handoff with tool approval

* add Hanoff sample with tool approval and checkpointing

* Add to README

* Remove unnecessary files

* Update python/samples/getting_started/workflows/checkpoint/handoff_with_tool_approval_checkpoint_resume.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Fix comment

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-11-21 13:13:27 +09:00
Evan MattsonandGitHub 5bdf8a774a Sample to show passing in JSON schema for structured outputs (#2362) 2025-11-21 01:42:46 +00:00
Dmytro StrukandGitHub cf13e35c73 Updated package versions (#2360) 2025-11-20 16:07:10 -08:00
Tao ChenandGitHub 5353b9a2f0 Update Workflow Viz sample comments (#2361) 2025-11-20 23:34:27 +00:00
Farzad SunavalaGitHubClaudeFarzad Sunavala <farzad.sunavala.enovate.ai>farzad528
04e711cd55 Python: Feature/azure ai search agentic rag (search as separate package) (#2328)
* Python: Fix pyright errors and move search provider to core (#1546)

* address pablo coments

* update azure ai search pypi version to latest prev

* init update

* Fix MyPy type annotation errors in search provider

- Add type annotation to DEFAULT_CONTEXT_PROMPT
- Add type annotation to vectorizable_fields
- Add union type annotation to vector_queries

* Fix DEFAULT_CONTEXT_PROMPT MyPy error and update test

- Rename DEFAULT_CONTEXT_PROMPT to _DEFAULT_SEARCH_CONTEXT_PROMPT to avoid conflict with base class Final variable
- Update test to use new constant name
- All core package tests passing (1123 passed)

* Python: Move Azure AI Search to separate package per PR feedback

Addresses reviewer feedback from PR #1546 by isolating the beta dependency
(azure-search-documents==11.7.0b2) into a new agent-framework-aisearch package.

Changes:
- Created new agent-framework-aisearch package with complete structure
- Moved AzureAISearchContextProvider from core to aisearch package
- Added AzureAISearchSettings class for environment variable auto-loading
- Added support for direct API key string (auto-converts to AzureKeyCredential)
- Added azure_openai_api_key parameter for Knowledge Base authentication
- Updated embedding_function type to Callable[[str], Awaitable[list[float]]]
- Moved Role import to top-level imports
- Maintained lazy loading through agent_framework.azure module
- Removed beta dependency from core package
- Updated all tests to use new package location
- All quality checks pass: ruff format/lint, pyright, mypy (0 errors)
- All 21 unit tests pass with 59% coverage

Semantic search mode verified working with both API key and managed identity authentication.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

* Python: Clarify top_k parameter only applies to semantic mode

Updated documentation to clarify that the top_k parameter only affects
semantic search mode. In agentic mode, the server-side Knowledge Base
determines retrieval based on query complexity and reasoning effort.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

* Python: Add Knowledge Base output mode and retrieval reasoning effort parameters

Added support for configurable Knowledge Base behavior in agentic mode:

- knowledge_base_output_mode: "extractive_data" (default) or "answer_synthesis"
  Some knowledge sources require answer_synthesis mode for proper functionality.

- retrieval_reasoning_effort: "minimal" (default), "medium", or "low"
  Controls query planning complexity and multi-hop reasoning depth.

These parameters give users fine-grained control over Knowledge Base behavior
and enable support for knowledge sources that require answer synthesis.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

* effort and outputmode query params

* Address PR review feedback for Azure AI Search context provider

* comments eduward

* ed latest comments

---------

Co-authored-by: Farzad Sunavala <farzad.sunavala.enovate.ai>
Co-authored-by: farzad528 <farzad528@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
2025-11-20 22:34:46 +00:00
Peter IbekweandGitHub ab3d898979 .NET: Add unit tests for RetrieveConversationMessageExecutor executor (#2232)
* Add unit tests for create conversation executor

* Update indentation and comment typo.

* Added unit tests for declarative executor SetMultipleVariablesExecutor

* Updated comments and syntactic sugar

* Add unit test for declarative executor  RetrieveConversationMessageExecutor

* Removed irrelevant code statements

* Updated based on copilot feedback.
2025-11-20 21:47:42 +00:00
Tao ChenandGitHub 02af2bc0ef Python: Remove duplicated workflow observability sample (#2357)
* Remove duplicated workflow observability sample

* Fix link
2025-11-20 21:06:12 +00:00
David WuandGitHub e5b63a1041 Python: Move evaluation folders to under evaluations (#2355)
* Move evaluation folders to under evaluations

* Change folder path
2025-11-20 20:50:23 +00:00
b575b631c8 Python: Fix for Azure AI client (#2358)
* Fix for Azure AI client

* Update python/packages/azure-ai/agent_framework_azure_ai/_client.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-11-20 20:46:28 +00:00
ce738cc6bc .NET: Add sample to show how to do RAG using Foundry's built-in service (#2324)
* Add sample to show how to do RAG using Foundry's built-in service

* Update README.me

* Update dotnet/samples/GettingStarted/AgentWithRAG/AgentWithRAG_Step04_FoundryServiceRAG/Program.cs

Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com>

---------

Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com>
2025-11-20 18:55:21 +00:00
f99dca033f fix(observability): handle datetime serialization in tool results (#2248)
Fixes #2219

Adds default=str to json.dumps() calls to handle non-JSON-serializable
types like datetime objects in tool function results.

Co-authored-by: kishikawa-hayato <84244732+HerBest-max@users.noreply.github.com>
2025-11-20 17:50:45 +00:00
6ae32f007d [BREAKING] Python: Schema changes for azure functions package (#2151)
* 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

* Schema changes for azure functions

* Fixed serialization bug

* update to camel case

* Adding logs

* merge with main

* sync uv.lock

* Updated schema

* Fixed tests

* Addressed comments

* Fixed mypy errors

* Fixed bug in responsetype and authorName

* Addressed feedback

* Addressed more feedback

* Python: Addressing comments for #2151 (#2315)

* Initial fixes

* Address more comments

* Address remaining comments

* Fixed remaining snake_case properties

* Fixed remaining snake_case properties

* Fixed mypy errors

* Minor changes

* revert tool names

* Fixed mypy errors

---------

Co-authored-by: Laveesh Rohra <larohra@microsoft.com>
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2025-11-20 16:24:34 +00:00
Eduard van ValkenburgandGitHub 039e49f353 Python: small fix for logging in declarative (#2341)
* small fix for logging in declarative

* fix spaces in string
2025-11-20 10:31:00 +00:00
Evan MattsonandGitHub 61dbacd6f8 Improve exception handling (#2337) 2025-11-20 09:25:09 +00:00
David WuandGitHub c7a8c12296 Python: Move red teaming files to its own folder (#2333)
* Move red teaming files to its own folder

* Update file path

* Updated folder names

* Updated reference names
2025-11-20 08:28:22 +00:00
Evan MattsonandGitHub d714b91a14 Python: Fix tool execution bleed-over in aiohttp/Bot Framework scenarios (#2314)
* Deep copy the agent chat options to avoid mutations

* avoiding _thread.RLock pickling errors
2025-11-20 08:06:14 +00:00
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99689add09 Python: clean up exception (#2319)
* Potential fix for code scanning alert no. 18: Information exposure through an exception

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* Fix test

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2025-11-20 00:54:07 +00:00
Evan MattsonandGitHub 4fcc5a4b7d Python: propagate as_tool() kwargs. Add sample for runtime context with as_tool kwargs and middleware. (#2311)
* as tool kwargs

* simplify
2025-11-20 00:53:44 +00:00
79bb87061b Python: Clean up imports (#2318)
* chore: tidy imports

* Update python/packages/azurefunctions/agent_framework_azurefunctions/_errors.py

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* Update python/packages/azurefunctions/agent_framework_azurefunctions/_callbacks.py

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* chore: revert stub file change

* chore: trigger pre-commit hook, re-add `annotations` import

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2025-11-19 23:41:01 +00:00
b3e96b80ae Python: Use AI Foundry evaluators for self-reflection (#2250)
* First working version

* Simplify the implementations

* Remove unused env var

* Update Python syntax

* Address feedbacks

* Fix a typo

* Update names as review suggestions

* Citation for self-reflection

* Move to independent folder

* Update python/samples/getting_started/evaluation/azure_ai_foundry/evaluation/README.md

Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>

* Updated from parquet to JSONL and hide the default environment variables

* As review feedback, remove the purpose of using `run_self_reflection_batch` as a library, only use it as sample code

* Update python/samples/getting_started/evaluation/azure_ai_foundry/evaluation/self_reflection.py

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---------

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2025-11-19 18:41:21 +00:00
Eduard van ValkenburgandGitHub 92df9e14bf Python: Introducing support for declarative yaml spec (#2002)
* first work on declarative

* initial version of the declarative support

* fix tests and mypy

* fix parameters of functiontool

* slight logic improvement

* remove path until merge

* updates from comments

* create dispatcher and spec type, json_schema method

* fix mypy, skipping model

* updated lock

* fixed declarative tests and renamed some other test files

* refined loader

* updated lock

* fix mypy

* added readme to samples folder

* fixes from review

* undid test file rename
2025-11-19 16:33:02 +00:00
Eduard van ValkenburgandGitHub d2d0f46e15 Python: fix all to include the latest and made that single source of truth (#2303)
* fix all to include the latest and made that single source of truth

* add lab
2025-11-19 16:09:28 +00:00
Dmytro StrukandGitHub 84e2c0cc22 Python: Added M365 Agent SDK Hosting sample (#2292)
* Added M365 Agent SDK Hosting sample

* Addressed PR feedback

* Added inline dependencies

* Addressed PR feedback
2025-11-19 15:54:47 +00:00
Eduard van ValkenburgandGitHub 4e339f841a added test to validate status set (#2265) 2025-11-19 15:54:12 +00:00
Eduard van ValkenburgandGitHub 34a00f1b8a Python: fix: @ai_function doesn't properly handle 'self' param (#2266)
* Fixes Python: @ai_function doesn't properly handle 'self' param
Fixes #1343

* fix for declaration only funcs

* fix mypy
2025-11-19 15:49:50 +00:00
Giles OdigweandGitHub d5165e2532 Python: Added Foundry Sample for A2A + SharePoint Samples (#2313)
* a2a + sharepoint samples

* small fixes
2025-11-19 11:13:47 +00:00
f83c39f924 Python: fix: resolve string annotations in FunctionExecutor (#2308)
* fix: resolve string annotations in FunctionExecutor

Enhance type hint validation in FunctionExecutor by importing `typing` and
using `get_type_hints` to correctly resolve annotations.

This fixes validation failures when `from __future__ import annotations`
is enabled, which stores annotations as strings.

Fixes #1808

* Update python/packages/core/tests/workflow/test_function_executor_future.py

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* ran pre commit

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2025-11-19 07:26:44 +00:00
claude89757andGitHub 037349ff90 Python: fix Langfuse observability to capture ChatAgent system instructions (#2316)
Fix bug where ChatAgent system instructions were not captured in Langfuse
traces due to incorrect attribute access.

The observability code was attempting to retrieve instructions using
getattr(self, "instructions", None), but ChatAgent stores instructions
in self.chat_options.instructions. This caused system_instructions to
always be None in Langfuse traces.

Changed both _trace_agent_run and _trace_agent_run_stream functions
to correctly retrieve instructions from chat_options.instructions.

Fixes affect:
- Line 1123: _trace_agent_run (non-streaming)
- Line 1192: _trace_agent_run_stream (streaming)
2025-11-19 07:08:27 +00:00
Eduard van ValkenburgGitHubCopilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>eavanvalkenburgcopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>CopilotVictor Dibia
293abf5b56 Python: fix for Incomplete URL substring sanitization (#2274)
* Potential fix for code scanning alert no. 29: Incomplete URL substring sanitization

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* Python: Fix URL parsing to handle trailing punctuation in deployment progress detection (#2296)

* Initial plan

* Fix URL parsing to handle trailing punctuation correctly

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2025-11-18 22:16:58 +00:00
Evan MattsonandGitHub e2d2299a4f Python: Improve WorkflowBuilder doc strings with code samples (#1960)
* Improve WorkflowBuilder doc strings with code samples

* Cleanup
2025-11-18 22:13:17 +00:00
Eduard van ValkenburgandGitHub 8a7260140a Python: Anthropic foundry (#2302)
* added anthropic foundry sample

* updated readme

* typo
2025-11-18 16:03:40 +00:00
Korolev DmitryandGitHub 1da9107f4a .NET: Improve AIAgent and Workflow registrations for DevUI integration (#2227)
* wip

* resolve non-agent workflows as well!

* add tests for devui registrations and resolving

* fixes

* devui for net8 as well!

* simplify TFM

* update tfm...

* tfm rules....

* wip

* roll

* verify entities are registered with a devui call

* tests

* add a proper support for non-keyed workflows

* resolve default aiagent registration

* sort usings :)

* cleanup tests
2025-11-18 15:38:00 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>Chris
03b74bfad4 Bump js-yaml from 4.1.0 to 4.1.1 in /python/packages/devui/frontend (#2230)
Bumps [js-yaml](https://github.com/nodeca/js-yaml) from 4.1.0 to 4.1.1.
- [Changelog](https://github.com/nodeca/js-yaml/blob/master/CHANGELOG.md)
- [Commits](https://github.com/nodeca/js-yaml/compare/4.1.0...4.1.1)

---
updated-dependencies:
- dependency-name: js-yaml
  dependency-version: 4.1.1
  dependency-type: indirect
...

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2025-11-18 13:47:27 +00:00
Roger BarretoandGitHub f6cd329a32 .NET: Post bugbash updates (#2279)
* Add missing README.md

* Address bugbash comments

* Address bugbash issues and suggestions
2025-11-18 09:50:22 +00:00
Evan MattsonandGitHub 1f0ffc159c Python: Fix ag-ui state handling issues (#2289)
* Fix ag-ui state handling

* Bump package version and update changelog

* Update changelog
2025-11-18 11:47:26 +09:00
d50371729a Clarify exception handling in ConversationId property (#1457)
Update XML documentation to clarify exception behavior.

See `ChatClientAgentThreadTests.SetConversationIdThrowsWhenMessageStoreIsSet` which already verifies this is the actual behavior.

Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
2025-11-17 19:50:26 +00:00
Chris GillumandGitHub 77247a304e .NET: Change thread_id from entity ID to GUID (#2260) 2025-11-17 19:30:45 +00:00
e413c5a285 .NET: Add M365 Agent SDK Hosting sample (#2221)
* Add M365 Agent SDK interop sample

* Update dotnet/samples/M365Agent/README.md

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* Address PR comments

* Refactor code to simplify.

* Fix broken link.

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2025-11-17 19:19:52 +00:00
Dmytro StrukandGitHub ea066771d9 Python: Updated documentation for Azure AI (#2280)
* Updated documentation for Azure AI

* Small fixes
2025-11-17 19:14:07 +00:00
Tao ChenandGitHub c361ad8d33 Python: Add checkpoint save and restore hooks to executor (#2097)
* Add checkpoint hooks

* Deprecate get_executor_state and set_executor_state

* Fix tests and samples

* Add doc strings

* Add sample

* Fix import

* Address comments and fix tests

* Address comments

* conditional import
2025-11-17 18:19:01 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>Chris
132597957a Bump CommunityToolkit.Aspire.OllamaSharp from 13.0.0-beta.435 to 13.0.0-beta.440 (#2253)
---
updated-dependencies:
- dependency-name: CommunityToolkit.Aspire.OllamaSharp
  dependency-version: 13.0.0-beta.440
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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2025-11-17 16:41:36 +00:00
Roger BarretoandGitHub e7ac655b82 Add missing README.md (#2278) 2025-11-17 16:33:00 +00:00
Eduard van ValkenburgandGitHub 57ca139f8c update to dependabot config for python and removed no longer supported experimental (#2269) 2025-11-17 10:29:28 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
e32f93dcb5 Bump Azure.AI.Projects from 1.2.0-beta.1 to 1.2.0-beta.3 (#2252)
---
updated-dependencies:
- dependency-name: Azure.AI.Projects
  dependency-version: 1.2.0-beta.3
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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2025-11-17 10:25:27 +00:00
Eduard van ValkenburgandGitHub fcc3f1b6c0 Python: fix anthropic code interpreter tool repr (#2244)
* fix anthropic code interpreter tool repr

* fixes

* added skills and sample

* test fix

* add new sample to readme

* fixes tests
2025-11-17 10:06:10 +00:00
Roger BarretoandGitHub 45dba6b825 Version bump prep for release 251114.1 (#2239) 2025-11-15 11:04:18 +00:00
+2
Roger BarretoGitHubCopilotcopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>CopilotDmytro StrukStephen ToubChrisChris RickmanMark WallacePeter Ibekwe
e706f07868 .NET: Add Microsoft.Agents.AI.AzureAI (Azure.AI.Project 1.2) Support (#1662)
* WIP

* Fixed build errors (#1638)

Comment and nullable type alignment

* .NET: Azure.AI.Agents Package Split + Initial Extensions (#1657)

* Move packages

* Update nuget.config

* Address Xmldoc

* Remove format from branches checks

* Address Xmldocs

* Add more details to the implementation

* Moving Agent logic to ChatClient

* Adding Name and Id overrides to AzureAIAgent

* Updating extensions

* Add GetAiAgent extensions

* Adding support for version as name can conflict 409 using the Agents API with same name

* Addressing more updates to the extensions

* More improvements

* Remove debugging code from sample

* Address copilot feedback

* Apply suggestions from co-pilot code review

* Update Directory.Packages.props

Fix package version rollback:

Azure.AI.Agents.Persistent (beta-6 => beta-7)

* .NET: Add comprehensive unit tests for Microsoft.Agents.AI.AzureAIAgents extension methods (#1786)

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* Add comprehensive unit test project for Microsoft.Agents.AI.AzureAIAgents

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* .NET: Change model to be required just for prompt agent definition specific extensions (#1812)

* Remove unneeded model from extensions

* Add noop justification

* Update Package Nameing: V1 -> AzureAI.Persistent / V2 -> AzureAI (#1829)

* .NET: Update Extensions for Strict Agent Definitions + Improvements (#1892)

* Update Package Nameing: V1 -> AzureAI.Persistent / V2 -> AzureAI

* Update agents and extensions to comply with strict agent definitions

* More static updates

* Address UT, and ResponseTool support

* Improving reusability extensions

* Addressing ResponseTools Unit Tests and extension setup

* Adapted workaround on breaking AAA with OpenAI 2.6.0

* Small updates

* Remove strictness when retrieving agents, improved XmlDocs

* Improve sample comments

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* Apply suggestion from @Copilot

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* Apply suggestion from @Copilot

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* Address PR comments

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* Address Copilot feedback

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* Address PR feedback

* Address typo

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---------

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* Version update (#1901)

* Updated package version (#1906)

* .NET: Allow Declarative AIAgents Extensions (#1931)

* Improve reusability of extension code and additional option to losen the strictiness of in-proc tools

* Add missing UT scenarios

* Add missing UT test scenarios

* Normalize changes

* Updated (#1948)

* .NET: AgentDefinition extensions method simplification (#1967)

* Update extensions methods that accepts AgentDefinition type to not be restrictive

* Update Unit Tests

* Revert yarn/package-lock

* Revert yarn/package-lock

* Address copilot feedback

* Fix bad merge

* .NET Workflows - WIP Declarative action update (#1761)

* WIP

* Fixed build errors (#1638)

Comment and nullable type alignment

* Sync to SDK update

* Checkpoint

* Checkpoint: Tests passing

* Checkpoint: EndWorkflow

* Add trace

* .NET: Azure.AI.Agents Package Split + Initial Extensions (#1657)

* Move packages

* Update nuget.config

* Address Xmldoc

* Remove format from branches checks

* Address Xmldocs

* Add more details to the implementation

* Moving Agent logic to ChatClient

* Adding Name and Id overrides to AzureAIAgent

* Updating extensions

* Add GetAiAgent extensions

* Adding support for version as name can conflict 409 using the Agents API with same name

* Addressing more updates to the extensions

* More improvements

* Remove debugging code from sample

* Address copilot feedback

* Apply suggestions from co-pilot code review

* Checkpoint

* Update Directory.Packages.props

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Azure.AI.Agents.Persistent (beta-6 => beta-7)

* Add project reference

* .NET: Add comprehensive unit tests for Microsoft.Agents.AI.AzureAIAgents extension methods (#1786)

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* Fix documentation URL to use learn.microsoft.com

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* .NET: Change model to be required just for prompt agent definition specific extensions (#1812)

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* Update Package Nameing: V1 -> AzureAI.Persistent / V2 -> AzureAI (#1829)

* Checkpoint for merge

* No build errors

* .NET: Update Extensions for Strict Agent Definitions + Improvements (#1892)

* Update Package Nameing: V1 -> AzureAI.Persistent / V2 -> AzureAI

* Update agents and extensions to comply with strict agent definitions

* More static updates

* Address UT, and ResponseTool support

* Improving reusability extensions

* Addressing ResponseTools Unit Tests and extension setup

* Adapted workaround on breaking AAA with OpenAI 2.6.0

* Small updates

* Remove strictness when retrieving agents, improved XmlDocs

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* Updated package version (#1897)

* Version update (#1901)

* Checkpoint

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* Checkpoint

* Checkpoint

* Checkpoint

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* Refactored external input

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* Agent tools patch

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* Checkpoint

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* Typo

* Typo

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* "there" ***

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Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com>
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Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>

* .NET: Latest updates Pre/Post V2 Bugbash Findings (#2040)

* Improve V2 logic before/after bugbash prep

* Apply suggestions from code review

Co-authored-by: Stephen Toub <stoub@microsoft.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Stephen Toub <stoub@microsoft.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* .NET: Update Foundry Agents to latest 2.0.0 alpha.20251107.3 (#2050)

* Update extensions for new CreateVersionOptions structure

* Update unit tests

* Addresss capitalized

* Update AgentsClientExtensionsTests.cs

Fix invalid cast format failure

* .NET: Feature foundry agent + user agent (#2058)

* Update unit tests

* Add user-agent protocol calls

* Update unit tests

* Update unit tests with http handler confirmation

* UT fix

* Fix xmldoc

* Apply suggestions from code review

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Address copilot feedback

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* .NET: Update Extensions to be less restrictive for GetAIAgents (#2091)

* Update behavior / restrictiveness when retrieving agents

* 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>

* Address format

* Address copilot feedback

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>

* .NET Workflows - Support "structured inputs" feature for declarative workflows (#2053)

* Bump version for release

* .NET Workflows - Separate Foundry/AzureAI Provider into its own package (#2078)

* Remove unused using directive in AzureAgentProvider

Removed unused using directive for Extensions.

* .NET: Updates to Foundry Agents Package (#2125)

* Remove the conversation creation always

* Update unit tests + address IL + refactor

* Apply suggestions from code review

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Internalize unused methods

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Fix declarative workflows integration testcase

* .NET: Feature foundry agent/agent reference extension (Python Parity with Name + Version option) (#2147)

* Add agent reference extensions

* Add UT covering AgentReference and ModelId

* .NET: Add GettingStarted Samples for Agents V2. (#2159)

* Add gettingstarted samples for Foundry Agents

* Address structured outputs

* Net 10 -> Net 9 Temporary

* Net 10 -> Net 9 Temporary

* Apply suggestions from code review

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Address missing docs + old

* Drop var for samples

* 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>

* Address copilot feedback

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* .NET: Foundry Agents V2 - Add CodeInterpreter Sample (#2180)

* Adding Code Interpreter sample and AgentName naming validation

* Add agent name check UT

* Improve sample code

* Apply suggestion

* Apply suggestion

* Fixed (#2190)

* .NET Workflows - Add "CustomerSupport" sample (#2102)

* .NET Workflows - Add sample for hosted declarative workflow (#2199)

* fwiw

* Less blank lines

* Fixed (#2204)

* Update version (#2206)

* .NET: Feature foundry agent/update breaking v2.0 to v1.2 (#2212)

* Migration WIP Checkpoint 1

* Build + UT + Workflow passing

* Address latest commits after break

* Revert rename in unrelated files

* Address PR comments

* Class renames

* Allow dotnet-format workflow on feature branches

Revert unintentional edit

* .NET: Add Conformance Integration Tests for AzureAI Package (#2237)

* Conformance tests added and passing

* Correct namespace

* Update Azure.AI.Project to latest public nuget version

* .NET: Added Computer use tool sample (#2235)

* Initial computer use sample implementation.

* Added background thread to allow polling for long running requests.

* Removed unrequired try-catch block and added missing thread for agent call.

* Removed irrelevant chatOptions and updated code based on feedback.

* Updated image assets and fixed response issue.

* Updated based on PR comments.

* Update to Azure.AI.Project

---------

Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com>

* Package descriptions

---------

Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
Co-authored-by: Copilot <198982749+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>
Co-authored-by: Chris Rickman <crickman@microsoft.com>
Co-authored-by: Stephen Toub <stoub@microsoft.com>
Co-authored-by: Mark Wallace <127216156+markwallace-microsoft@users.noreply.github.com>
Co-authored-by: Peter Ibekwe <109177538+peibekwe@users.noreply.github.com>
2025-11-15 10:43:02 +00:00
Tao ChenandGitHub 580a0c431a Python: Update hosted agent samples with agent manifests (#2240)
* Add agent manifests

* Correct agent manifest

* Correct agent manifest 2

* use resource substitution

* address comments
2025-11-15 01:10:57 +00:00
Dmytro StrukandGitHub c7e7020c32 Python: Updated package versions (#2238)
* Updated package versions

* Small fix

* Small fix
2025-11-15 00:42:41 +00:00
Chris GillumandGitHub 939c2d69f9 .NET: Friendly error message when durable agent isn't registered (#2214)
* .NET: Friendly error message when durable agent isn't registered

* Updates

* Fix file encoding

* Add validation for durable agent proxies

* Copilot PR feedback
2025-11-14 19:28:07 +00:00
c1786b38a7 Python: Added Bing Custom Search Sample using HostedWebSearchTool (#2226)
* custom search sample using hostedwebsearch

* small fixes

* Update python/samples/getting_started/agents/azure_ai_agent/azure_ai_with_bing_custom_search.py

Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>

---------

Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>
2025-11-14 19:12:51 +00:00
Giles OdigweandGitHub 8b3732795c Python: Added Fabric and Browser Automation Samples (#2207)
* fabric + browser automation

* tool type fixes
2025-11-14 19:00:22 +00:00
Eduard van ValkenburgandGitHub 9e69e66cfe Python: pre-commit improvements (#2222)
* pre-commit improvements

* updated lock

* fix for globbing

* reuse logic for mypy

* updated ci-mypy
2025-11-14 18:00:25 +00:00
SergeyMenshykhandGitHub 8d7e01e2ee fix auth issue + extra tags (#2218) 2025-11-14 10:42:28 +00:00
Evan MattsonandGitHub 37e7c842e0 Use uv build (#2161) 2025-11-14 02:56:44 +00:00
ISHAN RAJ SINGHandGitHub 36c1217605 Python: Fix: Prevent duplicate MCP tools and prompts (#1876) (#1890)
* Fix: Prevent duplicate MCP tools and prompts (#1876)

- Added deduplication logic in MCPTool.load_tools() method
- Added deduplication logic in MCPTool.load_prompts() method
- Track existing function names before loading from MCP server
- Skip tools/prompts that are already registered in _functions list
- Prevents 400 error from Azure AI Foundry caused by duplicate tool names

The issue occurred because load_tools() was being called multiple times
(during connect() and by notification handlers), causing tools to be
appended without duplicate checking.

Changes made:
1. In load_tools(): Added existing_names set to track registered functions
2. In load_tools(): Added check to skip tools already in existing_names
3. In load_prompts(): Applied same deduplication pattern

Testing:
- Created unit test verifying deduplication logic
- Confirmed duplicates are skipped correctly
- Confirmed new functions are added correctly
- Prevents duplicate tool names being sent to LLM

Fixes #1876

* Address review feedback: Prevent multiple calls to load_tools and load_prompts

- Added _tools_loaded and _prompts_loaded flags to MCPTool class
- Modified load_tools() to check if already loaded and return early
- Modified load_prompts() to check if already loaded and return early
- Moved test cases from test_mcp_fix.py to test_mcp.py
- Added tests for multiple call prevention
- Deleted separate test_mcp_fix.py file

Addresses review feedback from @eavanvalkenburg:
- Prevents accidental multiple calls to load_tools()
- Prevents accidental multiple calls to load_prompts()
- Test file now in proper location (test_mcp.py)

* Address review feedback: Move flag checks to connect() and remove comments

- Removed verbose comments from code
- Moved _tools_loaded and _prompts_loaded checks to connect() method
- Allows manual calls to load_tools() and load_prompts() for updates
- Updated tests to reflect new behavior
- connect() now prevents duplicate loading during connection
- Users can still manually call load_tools()/load_prompts() to refresh

Addresses feedback from @eavanvalkenburg

* Fix: Code quality and formatting issues

- Applied black formatting
- Fixed ruff linting issues
- All tests passing locally

* chore: Re-run uv lock per review request

* Apply pre-commit formatting: consolidate type annotations

- Consolidate multi-line type annotations to single line
- Remove unnecessary parentheses
- Apply ruff format and security checks
2025-11-14 02:40:25 +00:00
Tao ChenandGitHub a2a9922cde Add hosted agent samples (#2205) 2025-11-14 02:32:10 +00:00
Dmytro StrukandGitHub aba3076203 Updated package versions (#2208) 2025-11-14 01:21:29 +00:00
Dmytro StrukandGitHub 8458b4ade7 Agent name as required for AzureAIClient (#2198) 2025-11-14 01:17:50 +00:00
e516322918 Python: Fix Readme and samples for AzureFunctions (#2197)
* Fix REadme and samples

* Update instanceId placeholder in demo.http

* 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>
2025-11-14 01:15:16 +00:00
b19860b8a8 .NET: Implement Purview middleware in dotnet (#1949)
* Move Purview integration logic into middleware

* Improve error handling and user id management

* Rename purview package

* Handle 402s more explicitly; add Middleware generation methods; don't ignore exceptions

* Use DI container; pass scope id to PC

* Add protection scope caching

* Wrap more exceptions in PurviewClient

* Remove block check dedup; add tests

* Refactor PurviewWrapper intialization; Add unit tests

* Use different .Use method and add IDisposable stub

* Add background job processing for Purview

* Misc comment cleanup

* Apply copilot comments

* Fix formatting

* Formatting other files to fix pipeline

* Small updates to settings and exceptions

* Add README

* Move Purview sample

* Address review comments and update XML comments

* Newline after namespace

* Move public Purview classes to single namespace; Clean up csproj and slnx

* Commit the renames

* Remove unused openAI dependency

---------

Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>
2025-11-14 00:50:08 +00:00
Evan MattsonandGitHub a75590eb9b Python: ChatKit sample fixes (#2174)
* sample fixes

* Update thread naming
2025-11-13 23:02:31 +00:00
15d0bda8a2 Python: Added an Azure OpenAI Responses API Hosted MCP sample (#2108)
* Add files via upload

* Update python/samples/getting_started/agents/azure_openai/azure_responses_client_with_hosted_mcp.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Updated README.md

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-11-13 22:44:49 +00:00
Giles OdigweandGitHub f04f5ef297 Python: Added Samples for Bing Grounding and Custom Search (#2200)
* bing grounding and custom search samples

* readme
2025-11-13 21:57:16 +00:00
Giles OdigweandGitHub 21dceca482 Python: Enhance Azure AI Search Citations with Complete URL Information (#2066)
* add get_url to raw rep for absolute path url

* fixes

* add real url to citation annotation

* small fix

* project client + openapi fix

* openapi sample revert

* tool call list fix
2025-11-13 19:23:11 +00:00
SergeyMenshykhandGitHub 6d890e46ed suppress the MEAI001 and OPENAI001 errors that appear when building the catalog sample as a standalone project. (#2191) 2025-11-13 18:48:50 +00:00
Shyju KrishnankuttyandGitHub de2abdf573 Updated the Azure Functions samples to use the latest stable Azure Functions Worker packages. (#2189) 2025-11-13 17:38:42 +00:00
westeyandGitHub f273ca7353 Fix InMemoryChatMessageStore serialization bug. (#2185) 2025-11-13 15:43:01 +00:00
Victor DibiaandGitHub 7e5de8f920 Python: Fix HIL regression (#2167)
* fix devui regression from #2021 where all input is stringified but devui HIL input does not handle stringified json strings correctly.

* update incorrect test

* add devui hil input tests
2025-11-13 05:26:24 +00:00
Evan MattsonandGitHub e92dcb3d5d Python: fix tool call id mismatch in ag-ui (#2166)
* Fix state for pending requests bug

* Bump ver

* Update changelog
2025-11-13 04:57:59 +00:00
Dmytro StrukandGitHub 3c874d0073 Python: Updated package versions (#2165)
* Updated package versions

* Reverted package version update for ag-ui

* Updated changelog file
2025-11-13 04:23:57 +00:00
665aacf1ad Fix chat middleware: add streaming support, terminate flag, and check only last message (#2120)
This commit fixes three issues in the security_filter_middleware:

1. Missing context.terminate flag - Without this, middleware continues processing after setting blocked response
2. No streaming support - When context.is_streaming is True, middleware now returns async generator with ChatResponseUpdate
3. Checks all messages - Changed to check only context.messages[-1] (most recent user message) instead of iterating through conversation history

Changes:
- Added AsyncIterable import
- Added ChatResponseUpdate and TextContent imports
- Modified security_filter_middleware to handle both streaming and non-streaming modes
- Added context.terminate = True to properly stop execution
- Changed message checking logic to only inspect the last user message

Co-authored-by: Victor Dibia <chuvidi2003@gmail.com>
Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
2025-11-13 04:20:44 +00:00
Dmytro StrukandGitHub a4e82f4e04 Updated package version (#2164) 2025-11-13 02:53:31 +00:00
67a8147151 .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>
2025-11-13 02:00:53 +00:00
Evan MattsonandGitHub 5537b1da79 Python: Fix ag-ui regressions (#2114)
* Bump ag-ui package version. Update CHANGELOG

* Fix ag-ui bugs

* Revert port test change

* Cleanup

* Intro factory funcs for samples

* Revert package ver change
2025-11-13 00:18:24 +00:00
Tao ChenandGitHub 348ac764e6 Add samples for web search and image gen tools (#2155) 2025-11-12 23:58:23 +00:00
Dmytro StrukandGitHub e8243b7d11 Updated package versions (#2154) 2025-11-12 23:58:02 +00:00
Reuben BondandGitHub 4b0f724e62 .NET: Expose more agent metadata through DevUI discovery endpoint (#2138)
* Exposes more agent metadata through DevUI discovery endpoint

* Exposes more agent metadata through DevUI discovery endpoint

* pr feedback

* pr feedback

* Don't expose Workflows as agents to DevUI
2025-11-12 23:38:06 +00:00
+20
Dmytro StrukGitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>ChrisCopilotkzucopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>Reuben BondPeter IbekweJeff HandleyDaniel RothVictor DibiaMark WallaceShawn HenryJavier Calvarro NelsonEvan MattsonEduard van ValkenburgKorolev Dmitrywesteydependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>Reuben BondTao ChenwuwengRoger BarretoSergeyMenshykhCopilotJacob AlberGiles OdigweDaniel Cazzulinodependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
edb367a2b9 Python: Azure AI client based on new azure-ai-projects package (#1910)
* Added changes (#1909)

* Python: [Feature Branch] Renamed Azure AI agent and small fixes (#1919)

* Renaming

* Small fixes

* Update python/packages/core/agent_framework/openai/_shared.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Small fix

* Python: [Feature Branch] Added use_latest_version parameter to AzureAIClient (#1959)

* Added use_latest_version parameter to AzureAIClient

* Added unit tests

* Update python/samples/getting_started/agents/azure_ai/azure_ai_use_latest_version.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update python/packages/azure-ai/agent_framework_azure_ai/_client.py

Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>

* Python: [Feature Branch] Structured Outputs and more examples for AzureAIClient (#1987)

* Small updates

* Added support for structured outputs

* Added code interpreter example

* More examples and fixes

* Added more examples and README

* Small fix

* Addressed PR feedback

* Removed optional ID from FunctionResultContent (#2011)

* Added hosted MCP support (#2018)

* Python: [Feature Branch] Fixed "store" parameter handling (#2069)

* Fixed store parameter handling

* Small fix

* Python: [Feature Branch] Added more examples and fixes for Azure AI agent (#2077)

* Updated azure-ai-projects package version

* Added an example of hosted MCP with approval required

* Updated code interpreter example

* Added file search example

* Update python/samples/getting_started/agents/azure_ai/azure_ai_with_file_search.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update python/samples/getting_started/agents/azure_ai/azure_ai_with_file_search.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Small fix

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Added handling for conversation_id (#2098)

* Merge from main

* Revert "Merge from main"

This reverts commit b8206a85d7.

* Python: [Feature Branch] Merge from main to Azure AI branch (#2111)

* Do not build DevUI assets during .NET project build (#2010)

* .NET: Add unit tests for declarative executor SetMultipleVariables (#2016)

* Add unit tests for create conversation executor

* Update indentation and comment typo.

* Added unit tests for declarative executor SetMultipleVariablesExecutor

* Updated comments and syntactic sugar

* Python: DevUI: Use metadata.entity_id instead of model field (#1984)

* DevUI: Use metadata.entity_id for agent/workflow name instead of model field

* OpenAI Responses: add explicit request validation

* Review feedback

* .NET: DevUI - Do not automatically add/map OpenAI services/endpoints (#2014)

* Don't add OpenAIResponses as part of Dev UI

You should be able to add and remove Dev UI without impacting your other production endpoints.

* Remove `AddDevUI()` and do not map OpenAI endpoints from `MapDevUI()`

* Fix comment wording

* Revise documentation

---------

Co-authored-by: Daniel Roth <daroth@microsoft.com>

* Python: DevUI: Add OpenAI Responses API proxy support  + HIL for Workflows (#1737)

* DevUI: Add OpenAI Responses API proxy support with enhanced UI features

This commit adds support for proxying requests to OpenAI's Responses API,
allowing DevUI to route conversations to OpenAI models when configured to enable testing.

Backend changes:
- Add OpenAI proxy executor with conversation routing logic
- Enhance event mapper to support OpenAI Responses API format
- Extend server endpoints to handle OpenAI proxy mode
- Update models with OpenAI-specific response types
- Remove emojis from logging and CLI output for cleaner text

Frontend changes:
- Add settings modal with OpenAI proxy configuration UI
- Enhance agent and workflow views with improved state management
- Add new UI components (separator, switch) for settings
- Update debug panel with better event filtering
- Improve message renderers for OpenAI content types
- Update types and API client for OpenAI integration

* update ui, settings modal and workflow input form, add register cleanup hooks.

* add workflow HIL support, user mode, other fixes

* feat(devui): add human-in-the-loop (HIL) support with dynamic response schemas

Implement  HIL workflow support allowing workflows to pause for user input
with dynamically generated JSON schemas based on response handler type hints.

Key Features:
- Automatic response schema extraction from @response_handler decorators
- Dynamic form generation in UI based on Pydantic/dataclass response types
- Checkpoint-based conversation storage for HIL requests/responses
- Resume workflow execution after user provides HIL response

Backend Changes:
- Add extract_response_type_from_executor() to introspect response handlers
- Enrich RequestInfoEvent with response_schema via _enrich_request_info_event_with_response_schema()
- Map RequestInfoEvent to response.input.requested OpenAI event format
- Store HIL responses in conversation history and restore checkpoints

Frontend Changes:
- Add HILInputModal component with SchemaFormRenderer for dynamic forms
- Support Pydantic BaseModel and dataclass response types
- Render enum fields as dropdowns, strings as text/textarea, numbers, booleans, arrays, objects
- Display original request context alongside response form

Testing:
- Add  tests for checkpoint storage (test_checkpoints.py)
- Add schema generation tests for all input types (test_schema_generation.py)
- Validate end-to-end HIL flow with spam workflow sample

This enables workflows to seamlessly pause execution and request structured user input
with type-safe, validated forms generated automatically from response type annotations.

* improve HIL support, improve workflow execution view

* ui updates

* ui updates

* improve HIL for workflows, add auth and view modes

* update workflow

* security improvements , ui fixes

* fix mypy error

* update loading spinner in ui

---------

Co-authored-by: Mark Wallace <127216156+markwallace-microsoft@users.noreply.github.com>

* .NET: Remove launchSettings.json from .gitignore in dotnet/samples (#2006)

* Remove launchSettings.json from .gitignore in dotnet/samples

* Update dotnet/samples/GettingStarted/DevUI/DevUI_Step01_BasicUsage/Properties/launchSettings.json

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update dotnet/samples/AGUIClientServer/AGUIServer/Properties/launchSettings.json

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* DevUI: Serialize workflow input as string to maintain conformance with OpenAI Responses format (#2021)

Co-authored-by: Victor Dibia <chuvidi2003@gmail.com>

* Add Microsoft Agent Framework logo to assets (#2007)

* Updated package versions (#2027)

* DevUI: Prevent line breaks within words in the agent view (#2024)

Co-authored-by: Victor Dibia <chuvidi2003@gmail.com>

* .NET [AG-UI]: Adds support for shared state. (#1996)

* Product changes

* Tests

* Dojo project

* Cleanups

* Python: Fix underlying tool choice bug and all for return to previous Handoff subagent (#2037)

* Fix tool_choice override bug and add enable_return_to_previous support

* Add unit test for handoff checkpointing

* Handle tools when we have them

* added missing chatAgent params (#2044)

* .NET: fix ChatCompletions Tools serialization (#2043)

* fix serialization in chat completions on tools

* nit

* .NET: assign AgentCard's URL to mapped-endpoint if not defined explicitly (#2047)

* fix serialization in chat completions on tools

* nit

* write e2e test for agent card resolve + adjust behavior

* nit

* Version 1.0.0-preview.251110.1 (#2048)

* .NET: Remove moved OpenAPI sample and point to SK one. (#1997)

* Remove moved OpenAPI sample and point to SK one.

* Update dotnet/samples/GettingStarted/Agents/README.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

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* Bump AWSSDK.Extensions.Bedrock.MEAI from 4.0.4.2 to 4.0.4.6 (#2031)

---
updated-dependencies:
- dependency-name: AWSSDK.Extensions.Bedrock.MEAI
  dependency-version: 4.0.4.6
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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* .NET: Separate all memory and rag samples into their own folders (#2000)

* Separate all memory and rag samples into their own folders

* Fix broken link.

* Python: .Net: Dotnet devui compatibility fixes (#2026)

* DevUI: Add OpenAI Responses API proxy support with enhanced UI features

This commit adds support for proxying requests to OpenAI's Responses API,
allowing DevUI to route conversations to OpenAI models when configured to enable testing.

Backend changes:
- Add OpenAI proxy executor with conversation routing logic
- Enhance event mapper to support OpenAI Responses API format
- Extend server endpoints to handle OpenAI proxy mode
- Update models with OpenAI-specific response types
- Remove emojis from logging and CLI output for cleaner text

Frontend changes:
- Add settings modal with OpenAI proxy configuration UI
- Enhance agent and workflow views with improved state management
- Add new UI components (separator, switch) for settings
- Update debug panel with better event filtering
- Improve message renderers for OpenAI content types
- Update types and API client for OpenAI integration

* update ui, settings modal and workflow input form, add register cleanup hooks.

* add workflow HIL support, user mode, other fixes

* feat(devui): add human-in-the-loop (HIL) support with dynamic response schemas

Implement  HIL workflow support allowing workflows to pause for user input
with dynamically generated JSON schemas based on response handler type hints.

Key Features:
- Automatic response schema extraction from @response_handler decorators
- Dynamic form generation in UI based on Pydantic/dataclass response types
- Checkpoint-based conversation storage for HIL requests/responses
- Resume workflow execution after user provides HIL response

Backend Changes:
- Add extract_response_type_from_executor() to introspect response handlers
- Enrich RequestInfoEvent with response_schema via _enrich_request_info_event_with_response_schema()
- Map RequestInfoEvent to response.input.requested OpenAI event format
- Store HIL responses in conversation history and restore checkpoints

Frontend Changes:
- Add HILInputModal component with SchemaFormRenderer for dynamic forms
- Support Pydantic BaseModel and dataclass response types
- Render enum fields as dropdowns, strings as text/textarea, numbers, booleans, arrays, objects
- Display original request context alongside response form

Testing:
- Add  tests for checkpoint storage (test_checkpoints.py)
- Add schema generation tests for all input types (test_schema_generation.py)
- Validate end-to-end HIL flow with spam workflow sample

This enables workflows to seamlessly pause execution and request structured user input
with type-safe, validated forms generated automatically from response type annotations.

* improve HIL support, improve workflow execution view

* ui updates

* ui updates

* improve HIL for workflows, add auth and view modes

* update workflow

* security improvements , ui fixes

* fix mypy error

* update loading spinner in ui

* DevUI: Serialize workflow input as string to maintain conformance with OpenAI Responses format

* Phase 1: Add /meta endpoint and fix workflow event naming for .NET DevUI compatibility

* additional fixes for .NET DevUI workflow visualization item ID tracking

**Problem:**
.NET DevUI was generating different item IDs for ExecutorInvokedEvent and
ExecutorCompletedEvent, causing only the first executor to highlight in the
workflow graph. Long executor names and error messages also broke UI layout.

**Changes:**
- Add ExecutorActionItemResource to match Python DevUI implementation
- Track item IDs per executor using dictionary in AgentRunResponseUpdateExtensions
- Reuse same item ID across invoked/completed/failed events for proper pairing
- Add truncateText() utility to workflow-utils.ts
- Truncate executor names to 35 chars in execution timeline
- Truncate error messages to 150 chars in workflow graph nodes

** Details:**
- ExecutorActionItemResource registered with JSON source generation context
- Dictionary cleaned up after executor completion/failure to prevent memory leaks
- Frontend item tracking by unique item.id supports multiple executor runs
- All changes follow existing codebase patterns and conventions

Tested with review-workflow showing correct executor highlighting and state
transitions for sequential and concurrent executors.

* format fixes, remove cors tests

* remove unecessary attributes

---------

Co-authored-by: Mark Wallace <127216156+markwallace-microsoft@users.noreply.github.com>
Co-authored-by: Reuben Bond <reuben.bond@gmail.com>

* DevUI: support having both an agent and a workflow with the same id in discovery (#2023)

* Python: Fix Model ID attribute not showing up in `invoke_agent` span (#2061)

* Best effort to surface the model id to invoke agent span

* Fix tests

* Fix tests

* Version 1.0.0-preview.251107.2 (#2065)

* Version 1.0.0-preview.251110.2 (#2067)

* Update README.md to change Grafana links to Azure portal links for dashboard access (#1983)

* .NET - Enable build & test on branch `feature-foundry-agents` (#2068)

* Tests good, mkay

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

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Enable feature build pipelines

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com>

* Python: Add concrete AGUIChatClient (#2072)

* Add concrete AGUIChatClient

* Update logging docstrings and conventions

* PR feedback

* Updates to support client-side tool calls

* .NET: Move catalog samples to the HostedAgents folder (#2090)

* move catalog samples to the HostedAgents folder

* move the catalog samples' projects to the HostedAgents folder

* Bump OpenTelemetry.Instrumentation.Runtime from 1.12.0 to 1.13.0 (#1856)

---
updated-dependencies:
- dependency-name: OpenTelemetry.Instrumentation.Runtime
  dependency-version: 1.13.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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* .NET: Bump Microsoft.SemanticKernel.Agents.Abstractions from 1.66.0 to 1.67.0 (#1962)

* Bump Microsoft.SemanticKernel.Agents.Abstractions from 1.66.0 to 1.67.0

---
updated-dependencies:
- dependency-name: Microsoft.SemanticKernel.Agents.Abstractions
  dependency-version: 1.67.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>

* .NET: Bump all Microsoft.SemanticKernel packages from 1.66.* to 1.67.* (#1969)

* Initial plan

* Update all Microsoft.SemanticKernel packages to 1.67.*

Co-authored-by: rogerbarreto <19890735+rogerbarreto@users.noreply.github.com>

* Remove unrelated changes to package-lock.json and yarn.lock

Co-authored-by: markwallace-microsoft <127216156+markwallace-microsoft@users.noreply.github.com>

---------

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* .NET: fix: WorkflowAsAgent Sample (#1787)

* fix: WorkflowAsAgent Sample

* Also makes ChatForwardingExecutor public

* feat: Expand ChatForwardingExecutor handled types

Make ChatForwardingExecutor match the input types of ChatProtocolExecutor.

* fix: Update for the new AgentRunResponseUpdate merge logic

AIAgent always sends out List<ChatMessage> now.

* Updated (#2076)

* Bump vite in /python/samples/demos/chatkit-integration/frontend (#1918)

Bumps [vite](https://github.com/vitejs/vite/tree/HEAD/packages/vite) from 7.1.9 to 7.1.12.
- [Release notes](https://github.com/vitejs/vite/releases)
- [Changelog](https://github.com/vitejs/vite/blob/v7.1.12/packages/vite/CHANGELOG.md)
- [Commits](https://github.com/vitejs/vite/commits/v7.1.12/packages/vite)

---
updated-dependencies:
- dependency-name: vite
  dependency-version: 7.1.12
  dependency-type: direct:development
...

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* Bump Roslynator.Analyzers from 4.14.0 to 4.14.1 (#1857)

---
updated-dependencies:
- dependency-name: Roslynator.Analyzers
  dependency-version: 4.14.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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* Bump MishaKav/pytest-coverage-comment from 1.1.57 to 1.1.59 (#2034)

Bumps [MishaKav/pytest-coverage-comment](https://github.com/mishakav/pytest-coverage-comment) from 1.1.57 to 1.1.59.
- [Release notes](https://github.com/mishakav/pytest-coverage-comment/releases)
- [Changelog](https://github.com/MishaKav/pytest-coverage-comment/blob/main/CHANGELOG.md)
- [Commits](https://github.com/mishakav/pytest-coverage-comment/compare/v1.1.57...v1.1.59)

---
updated-dependencies:
- dependency-name: MishaKav/pytest-coverage-comment
  dependency-version: 1.1.59
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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* Python: Handle agent user input request in AgentExecutor (#2022)

* Handle agent user input request in AgentExecutor

* fix test

* Address comments

* Fix tests

* Fix tests

* Address comments

* Address comments

* Python: OpenAI Responses Image Generation Stream Support, Sample and Unit Tests (#1853)

* support for image gen streaming

* small fixes

* fixes

* added comment

* Python: Fix MCP Tool Parameter Descriptions Not Propagated to LLMs (#1978)

* mcp tool description fix

* small fix

* .NET: Allow extending agent run options via additional properties (#1872)

* Allow extending agent run options via additional properties

This mirrors the M.E.AI model in ChatOptions.AdditionalProperties which is very useful when building functionality pipelines.

Fixes https://github.com/microsoft/agent-framework/issues/1815

* Expand XML documentation

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Add AdditionalProperties tests to AgentRunOptions

Co-authored-by: kzu <169707+kzu@users.noreply.github.com>

---------

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* Python: Use the last entry in the task history to avoid empty responses (#2101)

* Use the last entry in the task history to avoid empty responses

* History only contains Messages

* Updated package versions (#2104)

---------

Signed-off-by: dependabot[bot] <support@github.com>
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Co-authored-by: Peter Ibekwe <109177538+peibekwe@users.noreply.github.com>
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* Updated azure-ai-projects package version and small fixes (#2139)

* Python: [Feature Branch] Resolve CI issues (#2143)

* Small documentation and code fixes

* Small fix in documentation

* Addressed PR feedback

* Added AI Search example

---------

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2025-11-12 23:20:53 +00:00
Giles OdigweandGitHub 4bffe1ebc8 update openai samples to use agents (#2012) 2025-11-12 22:58:41 +00:00
406a8560c6 .NET: Add AgentWithHostedMCP sample (#2129)
* add AgentWithHostedMCP sample

* Update dotnet/samples/HostedAgents/AgentWithHostedMCP/README.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update dotnet/samples/HostedAgents/AgentWithHostedMCP/AgentWithHostedMCP.csproj

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update dotnet/samples/HostedAgents/AgentWithHostedMCP/AgentWithHostedMCP.csproj

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update dotnet/samples/HostedAgents/AgentWithHostedMCP/AgentWithHostedMCP.csproj

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Use explicit type for mcpTool

---------

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2025-11-12 19:52:05 +00:00
c1830c20c9 .NET: Add hosting capabilities to hosted agents (#2124)
* move catalog samples to the HostedAgents folder

* move the catalog samples' projects to the HostedAgents folder

* host agents, add dockerfile, add http for testing, and use explicit nuget packages

* add agents` manifests

* Update dotnet/samples/HostedAgents/AgentWithTextSearchRag/Dockerfile

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update dotnet/samples/HostedAgents/AgentsInWorkflows/Dockerfile

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update dotnet/samples/HostedAgents/AgentWithTextSearchRag/agent.yaml

Co-authored-by: westey <164392973+westey-m@users.noreply.github.com>

* Update dotnet/samples/HostedAgents/AgentsInWorkflows/agent.yaml

Co-authored-by: westey <164392973+westey-m@users.noreply.github.com>

* remove BOMs, decrease identation and remove unecessary `parameters` node.

* remove unnecessary analyzers and align the packages' versions

* remove end-of-line breaks in agents' descriptions, eliminated unnecessary double quotes around versions, and changed the descriptions to be more agent-centric rather than sample-centric

* use DefaultAzureCredential

---------

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2025-11-12 14:35:25 +00:00
Eduard van ValkenburgandGitHub ef60f38084 Python: fixed image handling in anthropic and added convenience method on datacontent (#2083)
* fixed image handling in anthropic and added convenience method on datacontent

* remove wheel path

* updated docstrings

* fixed image handling in anthropic and added convenience method on datacontent

* remove wheel path

* updated lock
2025-11-12 12:07:27 +00:00
Stephen ToubandGitHub c8bb3d1835 Update .NET packages to 10.0.0 (#2092) 2025-11-12 11:14:53 +00:00
SergeyMenshykhandGitHub caf3c4b92d .NET: Move deep research sample (#2094)
* move catalog samples to the HostedAgents folder

* move the catalog samples' projects to the HostedAgents folder

* move deep research sample out of the HostedAgents folder
2025-11-12 09:22:11 +00:00
Dmytro StrukandGitHub 863a632ccf Updated package versions (#2104) 2025-11-11 23:30:34 +00:00
Mark WallaceandGitHub 8d8c94b312 Python: Use the last entry in the task history to avoid empty responses (#2101)
* Use the last entry in the task history to avoid empty responses

* History only contains Messages
2025-11-11 22:56:53 +00:00
Daniel CazzulinoGitHubCopilotkzucopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
180f82373b .NET: Allow extending agent run options via additional properties (#1872)
* Allow extending agent run options via additional properties

This mirrors the M.E.AI model in ChatOptions.AdditionalProperties which is very useful when building functionality pipelines.

Fixes https://github.com/microsoft/agent-framework/issues/1815

* Expand XML documentation

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Add AdditionalProperties tests to AgentRunOptions

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---------

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2025-11-11 20:00:59 +00:00
Giles OdigweandGitHub d59bd20765 Python: Fix MCP Tool Parameter Descriptions Not Propagated to LLMs (#1978)
* mcp tool description fix

* small fix
2025-11-11 19:43:26 +00:00
Giles OdigweandGitHub 1d7292fba6 Python: OpenAI Responses Image Generation Stream Support, Sample and Unit Tests (#1853)
* support for image gen streaming

* small fixes

* fixes

* added comment
2025-11-11 19:01:37 +00:00
Tao ChenandGitHub cd9073aa11 Python: Handle agent user input request in AgentExecutor (#2022)
* Handle agent user input request in AgentExecutor

* fix test

* Address comments

* Fix tests

* Fix tests

* Address comments

* Address comments
2025-11-11 18:59:57 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>Chris
5fd2a0c287 Bump MishaKav/pytest-coverage-comment from 1.1.57 to 1.1.59 (#2034)
Bumps [MishaKav/pytest-coverage-comment](https://github.com/mishakav/pytest-coverage-comment) from 1.1.57 to 1.1.59.
- [Release notes](https://github.com/mishakav/pytest-coverage-comment/releases)
- [Changelog](https://github.com/MishaKav/pytest-coverage-comment/blob/main/CHANGELOG.md)
- [Commits](https://github.com/mishakav/pytest-coverage-comment/compare/v1.1.57...v1.1.59)

---
updated-dependencies:
- dependency-name: MishaKav/pytest-coverage-comment
  dependency-version: 1.1.59
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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2025-11-11 17:52:50 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
b565b25b04 Bump Roslynator.Analyzers from 4.14.0 to 4.14.1 (#1857)
---
updated-dependencies:
- dependency-name: Roslynator.Analyzers
  dependency-version: 4.14.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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2025-11-11 17:48:49 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
24298cd89e Bump vite in /python/samples/demos/chatkit-integration/frontend (#1918)
Bumps [vite](https://github.com/vitejs/vite/tree/HEAD/packages/vite) from 7.1.9 to 7.1.12.
- [Release notes](https://github.com/vitejs/vite/releases)
- [Changelog](https://github.com/vitejs/vite/blob/v7.1.12/packages/vite/CHANGELOG.md)
- [Commits](https://github.com/vitejs/vite/commits/v7.1.12/packages/vite)

---
updated-dependencies:
- dependency-name: vite
  dependency-version: 7.1.12
  dependency-type: direct:development
...

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2025-11-11 17:33:52 +00:00
ChrisandGitHub ad2ebfc0c8 Updated (#2076) 2025-11-11 17:17:34 +00:00
Jacob AlberandGitHub a39e6561fd .NET: fix: WorkflowAsAgent Sample (#1787)
* fix: WorkflowAsAgent Sample

* Also makes ChatForwardingExecutor public

* feat: Expand ChatForwardingExecutor handled types

Make ChatForwardingExecutor match the input types of ChatProtocolExecutor.

* fix: Update for the new AgentRunResponseUpdate merge logic

AIAgent always sends out List<ChatMessage> now.
2025-11-11 16:35:22 +00:00
dependabot[bot]GitHubrogerbarretomarkwallace-microsoftcopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>Copilot
69dd532cd4 .NET: Bump Microsoft.SemanticKernel.Agents.Abstractions from 1.66.0 to 1.67.0 (#1962)
* Bump Microsoft.SemanticKernel.Agents.Abstractions from 1.66.0 to 1.67.0

---
updated-dependencies:
- dependency-name: Microsoft.SemanticKernel.Agents.Abstractions
  dependency-version: 1.67.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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* .NET: Bump all Microsoft.SemanticKernel packages from 1.66.* to 1.67.* (#1969)

* Initial plan

* Update all Microsoft.SemanticKernel packages to 1.67.*

Co-authored-by: rogerbarreto <19890735+rogerbarreto@users.noreply.github.com>

* Remove unrelated changes to package-lock.json and yarn.lock

Co-authored-by: markwallace-microsoft <127216156+markwallace-microsoft@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: rogerbarreto <19890735+rogerbarreto@users.noreply.github.com>
Co-authored-by: markwallace-microsoft <127216156+markwallace-microsoft@users.noreply.github.com>

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2025-11-11 16:26:19 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
cf7c9fce40 Bump OpenTelemetry.Instrumentation.Runtime from 1.12.0 to 1.13.0 (#1856)
---
updated-dependencies:
- dependency-name: OpenTelemetry.Instrumentation.Runtime
  dependency-version: 1.13.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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2025-11-11 16:23:30 +00:00
SergeyMenshykhandGitHub 04b662543c .NET: Move catalog samples to the HostedAgents folder (#2090)
* move catalog samples to the HostedAgents folder

* move the catalog samples' projects to the HostedAgents folder
2025-11-11 15:40:58 +00:00
Evan MattsonandGitHub 32bd884bfd Python: Add concrete AGUIChatClient (#2072)
* Add concrete AGUIChatClient

* Update logging docstrings and conventions

* PR feedback

* Updates to support client-side tool calls
2025-11-11 14:39:30 +00:00
93ab43d788 .NET - Enable build & test on branch feature-foundry-agents (#2068)
* Tests good, mkay

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

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Enable feature build pipelines

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com>
2025-11-11 10:53:35 +00:00
wuwengandGitHub 177b0c95be Update README.md to change Grafana links to Azure portal links for dashboard access (#1983) 2025-11-11 05:08:33 +00:00
Mark WallaceandGitHub 297d9d7fb3 Version 1.0.0-preview.251110.2 (#2067) 2025-11-11 00:23:01 +00:00
Mark WallaceandGitHub d3827e8c11 Version 1.0.0-preview.251107.2 (#2065) 2025-11-10 22:47:49 +00:00
Tao ChenandGitHub 448aff536a Python: Fix Model ID attribute not showing up in invoke_agent span (#2061)
* Best effort to surface the model id to invoke agent span

* Fix tests

* Fix tests
2025-11-10 22:32:04 +00:00
Reuben BondandGitHub 12fc19b360 DevUI: support having both an agent and a workflow with the same id in discovery (#2023) 2025-11-10 21:36:07 +00:00
7a45929807 Python: .Net: Dotnet devui compatibility fixes (#2026)
* DevUI: Add OpenAI Responses API proxy support with enhanced UI features

This commit adds support for proxying requests to OpenAI's Responses API,
allowing DevUI to route conversations to OpenAI models when configured to enable testing.

Backend changes:
- Add OpenAI proxy executor with conversation routing logic
- Enhance event mapper to support OpenAI Responses API format
- Extend server endpoints to handle OpenAI proxy mode
- Update models with OpenAI-specific response types
- Remove emojis from logging and CLI output for cleaner text

Frontend changes:
- Add settings modal with OpenAI proxy configuration UI
- Enhance agent and workflow views with improved state management
- Add new UI components (separator, switch) for settings
- Update debug panel with better event filtering
- Improve message renderers for OpenAI content types
- Update types and API client for OpenAI integration

* update ui, settings modal and workflow input form, add register cleanup hooks.

* add workflow HIL support, user mode, other fixes

* feat(devui): add human-in-the-loop (HIL) support with dynamic response schemas

Implement  HIL workflow support allowing workflows to pause for user input
with dynamically generated JSON schemas based on response handler type hints.

Key Features:
- Automatic response schema extraction from @response_handler decorators
- Dynamic form generation in UI based on Pydantic/dataclass response types
- Checkpoint-based conversation storage for HIL requests/responses
- Resume workflow execution after user provides HIL response

Backend Changes:
- Add extract_response_type_from_executor() to introspect response handlers
- Enrich RequestInfoEvent with response_schema via _enrich_request_info_event_with_response_schema()
- Map RequestInfoEvent to response.input.requested OpenAI event format
- Store HIL responses in conversation history and restore checkpoints

Frontend Changes:
- Add HILInputModal component with SchemaFormRenderer for dynamic forms
- Support Pydantic BaseModel and dataclass response types
- Render enum fields as dropdowns, strings as text/textarea, numbers, booleans, arrays, objects
- Display original request context alongside response form

Testing:
- Add  tests for checkpoint storage (test_checkpoints.py)
- Add schema generation tests for all input types (test_schema_generation.py)
- Validate end-to-end HIL flow with spam workflow sample

This enables workflows to seamlessly pause execution and request structured user input
with type-safe, validated forms generated automatically from response type annotations.

* improve HIL support, improve workflow execution view

* ui updates

* ui updates

* improve HIL for workflows, add auth and view modes

* update workflow

* security improvements , ui fixes

* fix mypy error

* update loading spinner in ui

* DevUI: Serialize workflow input as string to maintain conformance with OpenAI Responses format

* Phase 1: Add /meta endpoint and fix workflow event naming for .NET DevUI compatibility

* additional fixes for .NET DevUI workflow visualization item ID tracking

**Problem:**
.NET DevUI was generating different item IDs for ExecutorInvokedEvent and
ExecutorCompletedEvent, causing only the first executor to highlight in the
workflow graph. Long executor names and error messages also broke UI layout.

**Changes:**
- Add ExecutorActionItemResource to match Python DevUI implementation
- Track item IDs per executor using dictionary in AgentRunResponseUpdateExtensions
- Reuse same item ID across invoked/completed/failed events for proper pairing
- Add truncateText() utility to workflow-utils.ts
- Truncate executor names to 35 chars in execution timeline
- Truncate error messages to 150 chars in workflow graph nodes

** Details:**
- ExecutorActionItemResource registered with JSON source generation context
- Dictionary cleaned up after executor completion/failure to prevent memory leaks
- Frontend item tracking by unique item.id supports multiple executor runs
- All changes follow existing codebase patterns and conventions

Tested with review-workflow showing correct executor highlighting and state
transitions for sequential and concurrent executors.

* format fixes, remove cors tests

* remove unecessary attributes

---------

Co-authored-by: Mark Wallace <127216156+markwallace-microsoft@users.noreply.github.com>
Co-authored-by: Reuben Bond <reuben.bond@gmail.com>
2025-11-10 18:56:31 +00:00
westeyandGitHub c0c12df851 .NET: Separate all memory and rag samples into their own folders (#2000)
* Separate all memory and rag samples into their own folders

* Fix broken link.
2025-11-10 15:34:20 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
6cc0e2a0d8 Bump AWSSDK.Extensions.Bedrock.MEAI from 4.0.4.2 to 4.0.4.6 (#2031)
---
updated-dependencies:
- dependency-name: AWSSDK.Extensions.Bedrock.MEAI
  dependency-version: 4.0.4.6
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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2025-11-10 13:02:43 +00:00
01f3a3d881 .NET: Remove moved OpenAPI sample and point to SK one. (#1997)
* Remove moved OpenAPI sample and point to SK one.

* Update dotnet/samples/GettingStarted/Agents/README.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-11-10 12:29:26 +00:00
Mark WallaceandGitHub f41e103ee2 Version 1.0.0-preview.251110.1 (#2048) 2025-11-10 12:23:22 +00:00
Korolev DmitryandGitHub 866b4198bf .NET: assign AgentCard's URL to mapped-endpoint if not defined explicitly (#2047)
* fix serialization in chat completions on tools

* nit

* write e2e test for agent card resolve + adjust behavior

* nit
2025-11-10 12:06:59 +00:00
Korolev DmitryandGitHub 42da3cb6a4 .NET: fix ChatCompletions Tools serialization (#2043)
* fix serialization in chat completions on tools

* nit
2025-11-10 11:35:54 +00:00
Eduard van ValkenburgandGitHub e7224b5efb added missing chatAgent params (#2044) 2025-11-10 11:02:45 +00:00
Evan MattsonandGitHub 548e0f028e Python: Fix underlying tool choice bug and all for return to previous Handoff subagent (#2037)
* Fix tool_choice override bug and add enable_return_to_previous support

* Add unit test for handoff checkpointing

* Handle tools when we have them
2025-11-10 10:55:52 +00:00
Javier Calvarro NelsonandGitHub 45dc0ff073 .NET [AG-UI]: Adds support for shared state. (#1996)
* Product changes

* Tests

* Dojo project

* Cleanups
2025-11-10 09:50:11 +00:00
0e7183dbd8 DevUI: Prevent line breaks within words in the agent view (#2024)
Co-authored-by: Victor Dibia <chuvidi2003@gmail.com>
2025-11-10 01:16:24 +00:00
Dmytro StrukandGitHub c394f3f52b Updated package versions (#2027) 2025-11-08 18:09:28 +00:00
Shawn HenryandGitHub 66a9976b31 Add Microsoft Agent Framework logo to assets (#2007) 2025-11-08 07:27:33 +00:00
4201b9a122 DevUI: Serialize workflow input as string to maintain conformance with OpenAI Responses format (#2021)
Co-authored-by: Victor Dibia <chuvidi2003@gmail.com>
2025-11-08 03:25:08 +00:00
1aaf37dab8 .NET: Remove launchSettings.json from .gitignore in dotnet/samples (#2006)
* Remove launchSettings.json from .gitignore in dotnet/samples

* Update dotnet/samples/GettingStarted/DevUI/DevUI_Step01_BasicUsage/Properties/launchSettings.json

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update dotnet/samples/AGUIClientServer/AGUIServer/Properties/launchSettings.json

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-11-07 23:45:15 +00:00
94eae24082 Python: DevUI: Add OpenAI Responses API proxy support + HIL for Workflows (#1737)
* DevUI: Add OpenAI Responses API proxy support with enhanced UI features

This commit adds support for proxying requests to OpenAI's Responses API,
allowing DevUI to route conversations to OpenAI models when configured to enable testing.

Backend changes:
- Add OpenAI proxy executor with conversation routing logic
- Enhance event mapper to support OpenAI Responses API format
- Extend server endpoints to handle OpenAI proxy mode
- Update models with OpenAI-specific response types
- Remove emojis from logging and CLI output for cleaner text

Frontend changes:
- Add settings modal with OpenAI proxy configuration UI
- Enhance agent and workflow views with improved state management
- Add new UI components (separator, switch) for settings
- Update debug panel with better event filtering
- Improve message renderers for OpenAI content types
- Update types and API client for OpenAI integration

* update ui, settings modal and workflow input form, add register cleanup hooks.

* add workflow HIL support, user mode, other fixes

* feat(devui): add human-in-the-loop (HIL) support with dynamic response schemas

Implement  HIL workflow support allowing workflows to pause for user input
with dynamically generated JSON schemas based on response handler type hints.

Key Features:
- Automatic response schema extraction from @response_handler decorators
- Dynamic form generation in UI based on Pydantic/dataclass response types
- Checkpoint-based conversation storage for HIL requests/responses
- Resume workflow execution after user provides HIL response

Backend Changes:
- Add extract_response_type_from_executor() to introspect response handlers
- Enrich RequestInfoEvent with response_schema via _enrich_request_info_event_with_response_schema()
- Map RequestInfoEvent to response.input.requested OpenAI event format
- Store HIL responses in conversation history and restore checkpoints

Frontend Changes:
- Add HILInputModal component with SchemaFormRenderer for dynamic forms
- Support Pydantic BaseModel and dataclass response types
- Render enum fields as dropdowns, strings as text/textarea, numbers, booleans, arrays, objects
- Display original request context alongside response form

Testing:
- Add  tests for checkpoint storage (test_checkpoints.py)
- Add schema generation tests for all input types (test_schema_generation.py)
- Validate end-to-end HIL flow with spam workflow sample

This enables workflows to seamlessly pause execution and request structured user input
with type-safe, validated forms generated automatically from response type annotations.

* improve HIL support, improve workflow execution view

* ui updates

* ui updates

* improve HIL for workflows, add auth and view modes

* update workflow

* security improvements , ui fixes

* fix mypy error

* update loading spinner in ui

---------

Co-authored-by: Mark Wallace <127216156+markwallace-microsoft@users.noreply.github.com>
2025-11-07 23:28:32 +00:00
85484c0259 .NET: DevUI - Do not automatically add/map OpenAI services/endpoints (#2014)
* Don't add OpenAIResponses as part of Dev UI

You should be able to add and remove Dev UI without impacting your other production endpoints.

* Remove `AddDevUI()` and do not map OpenAI endpoints from `MapDevUI()`

* Fix comment wording

* Revise documentation

---------

Co-authored-by: Daniel Roth <daroth@microsoft.com>
2025-11-07 23:03:54 +00:00
Reuben BondandGitHub f71faa80f9 Python: DevUI: Use metadata.entity_id instead of model field (#1984)
* DevUI: Use metadata.entity_id for agent/workflow name instead of model field

* OpenAI Responses: add explicit request validation

* Review feedback
2025-11-07 22:16:55 +00:00
Peter IbekweandGitHub 778a9fec5c .NET: Add unit tests for declarative executor SetMultipleVariables (#2016)
* Add unit tests for create conversation executor

* Update indentation and comment typo.

* Added unit tests for declarative executor SetMultipleVariablesExecutor

* Updated comments and syntactic sugar
2025-11-07 21:44:22 +00:00
Reuben BondandGitHub f2e697b634 Do not build DevUI assets during .NET project build (#2010) 2025-11-07 19:06:16 +00:00
Mark WallaceandGitHub cfcec83f0f Version preview.251107.1 (#2008) 2025-11-07 17:31:45 +00:00
Javier Calvarro NelsonandGitHub e859edc2a4 .NET: AG-UI support for .NET: Support for tool calling (#1896)
* Initial implementation

* tmp

* Replace function calling with a FunctionInvokingChatClient

* Cleanups

* Remove custom thread

* Fixing function calling server and client

* Cleanup

* Cleanup serialization

* Run dotnet format

* Pass logger factory

* Populate message properties

* Remove files

* Cleanups

* cleanup

* Cleanups

* More cleanup

* Simplify things

* Cleanup

* Clean up json serialization

* Additional tests

* Add service collection extensions for serialization

* Combine options in AGUIChatClient

* Additional tests

* Include tool calling in the sample, fix mixed server and client tool calls

* Fix tests

* More cleanups

* Fix tests

* Cleanups

* Dojo project and fixes

* Fix build

* Remove dojo

* Cleanup

* Address feedback

* address feedback

* Additional feedback

* Fix build

* Fix build

* Make packages packable
2025-11-07 17:23:21 +00:00
Reuben BondandGitHub 3d94ae57ed .NET: DevUI: Use relative URLs for backend API by default (#2005)
* DevUI: Use relative URLs for backend API by default

* dotnet format

* rebuild application
2025-11-07 17:01:04 +00:00
Korolev DmitryandGitHub 00b67e191b move a2a tests; add extensions for a2a+openairesponses (#1992) 2025-11-07 16:32:06 +00:00
Korolev DmitryandGitHub 32b984b09b .NET: Add WithAITool extensions for Hosting AIAgents (#1990)
* add extensions to register tools via fluentAPI

* fix
2025-11-07 16:28:28 +00:00
Korolev DmitryandGitHub b7cddaaba8 .NET: Remove sequential\concurrent workflow extensions (#1731)
* remove non-standard workflow extensions, create overloads for IHostedAgentBuilder

* rework

* rollback extensions in a2a
2025-11-07 11:58:21 +00:00
e5d9d74c2d .NET: Chathistory memory provider add (#1867)
* Add ChatHistoryMemoryProvider with unit tests

* Set new project to not packable.

* Fix bugs

* Add serialization support.

* Update dotnet/src/Microsoft.Agents.AI.VectorDataMemory/ChatHistoryMemoryProvider.cs

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Remove unnecessary line

* Convert ChatHistoryMemoryProvider to use Dynamic collections.

* Sealing options and scope classes.

* Add sample, add scope to logs and improve scope validation

* Move ChatHistoryMemoryProvider to MAAI project.

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-11-07 11:46:35 +00:00
Rishabh ChawlaandGitHub 64826b8f56 Python: [Purview] Add Caching and background processing in Python Purview Middleware (#1844)
* [PythonPurview] Add Caching and background processing

* [PythonPurview] Updates based on comments
2025-11-07 07:43:22 +00:00
820c6afe09 .NET: Fix the ordering of chained resolvers in JsonSerializerOptions (#1974)
* Fix the ordering of chained resolvers in JsonSerializerOptions

We want the resolvers from AIJsonUtilities to be used before the ones from the source generator, in case the source generator emits its own copy in that assembly for the M.E.AI types.

* Apply suggestions from code review

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update dotnet/src/Microsoft.Agents.AI/AgentJsonUtilities.cs

* Update dotnet/src/Microsoft.Agents.AI.Mem0/Mem0JsonUtilities.cs

Co-authored-by: westey <164392973+westey-m@users.noreply.github.com>

* Remove unused using directive in Mem0JsonUtilities

Removed unused using directive for Microsoft.Extensions.AI.

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: westey <164392973+westey-m@users.noreply.github.com>
2025-11-06 22:23:37 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>Chris
cb50f3e070 Bump AWSSDK.Extensions.Bedrock.MEAI from 4.0.4.1 to 4.0.4.2 (#1707)
---
updated-dependencies:
- dependency-name: AWSSDK.Extensions.Bedrock.MEAI
  dependency-version: 4.0.4.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
2025-11-06 22:13:25 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
25f405c7ce Bump CommunityToolkit.Aspire.OllamaSharp from 9.8.0 to 9.9.0 (#1961)
---
updated-dependencies:
- dependency-name: CommunityToolkit.Aspire.OllamaSharp
  dependency-version: 9.9.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2025-11-06 22:12:45 +00:00
Jeff HandleyandGitHub b374ff0e10 Rename nightly build GitHub source in FAQS.md to be consistent (#1755) 2025-11-06 22:11:00 +00:00
westeyandGitHub 6e205445be .NET: Add tool calling sample with OpenAPI (#1968)
* Add tool calling sample with OpenAPI

* Address PR comments.

* Rename folders and moved literal to inline.

* Fix broken link.
2025-11-06 14:34:27 +00:00
Evan MattsonandGitHub 708556e4ee Python: Update changelog with ag-ui changes (#1954)
* Update changelog with ag-ui changes

* Changed -> Fixed
2025-11-06 12:21:54 +09:00
Giles OdigweandGitHub ee1661ecb7 Python: Thread Samples Fix (#1945)
* thread samples fix

* custom chat message store fix
2025-11-06 02:59:22 +00:00
Evan MattsonandGitHub ac018f700b Python: Fix ag-ui examples packaging for PyPI publish (#1953)
* Fix ag-ui examples packaging for PyPI publish

* Fix markdown links
2025-11-06 11:31:24 +09:00
Dmytro StrukandGitHub 6fec8a61e3 Updated packages configuration (#1952) 2025-11-06 01:04:48 +00:00
Evan MattsonandGitHub 99e2875fc8 Bump ag-ui package to 1.0.0b251106 for a release. Update CHANGELOG. (#1951) 2025-11-06 09:57:23 +09:00
Dmytro StrukandGitHub 573aff4825 Updated chatkit package version (#1950) 2025-11-06 00:13:52 +00:00
9b471cc479 Add simple workflow sample that mixes agents and executors (#1946)
* Add workflow mix agent executor samples

* Apply suggestion from @Copilot

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-11-05 22:40:25 +00:00
Evan MattsonandGitHub afd8b7ecb4 Export sample agents (#1927) 2025-11-05 22:26:18 +00:00
Dmytro StrukandGitHub 327c304339 .NET: Python: Updated package versions (#1944)
* Updated .NET version

* Updated Python package versions

* Updated changelog
2025-11-05 22:20:31 +00:00
Tao ChenandGitHub 3f835c8118 .NET: AgentHostExecutor should use agent DisplayName as Executor ID (#1840)
* AgentHostExecutor should use agent DisplayName as Executor ID

* Address comments

* Remove unintended changes

* Remove unintended changes

* Fix tests and address comments
2025-11-05 22:16:53 +00:00
Jacob AlberandGitHub 0bf6d437d8 .NET: [BREAKING] .NET: Add Workflow on-Build() Orphan Validation (#1943)
* fix: Workflow Validation

* adds orphan validation to workflow builder
* adds tests for workflow validation
* expands on the underlying reasoning why type validation is not supported

* fixup: CodeGen template
2025-11-05 22:12:27 +00:00
d701e796cb Python: [BREAKING] Replaced AIProjectClient with AgentsClient in Foundry (#1936)
* Replaced AIProjectClient with AgentsClient in Foundry

* Update python/samples/getting_started/observability/azure_ai_agent_observability.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update python/samples/getting_started/observability/azure_ai_chat_client_with_observability.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Small fix

* Removed TODO item

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-11-05 21:42:36 +00:00
Reuben BondandGitHub 8855bfb065 .NET: Add DevUI package for .NET (#1603)
* Implement DevUI

* Review feedback

* Fix build
2025-11-05 20:02:48 +00:00
Jacob AlberandGitHub 94a5ba3448 .NET: [BREAKING] refactor: Normalize WorkflowBuilder APIs (#1935)
* [BREAKING] refactor: Normalize WorkflowBuilder APIs

* "partitioner" => "assigner"
* normalize ordering so sources always to the left of targets for edges
* normalize parameter ordering so sources and targets are always first arguments
* remove `params` (users should use collection expressions instead)

* refactor: Align name with Python
2025-11-05 19:50:01 +00:00
Reuben BondandGitHub 33f84f9ed2 .NET: Improve fidelity of OpenAI Responses server and add Conversations (#1907)
* Improve fidelity of OpenAI Responses server and add Conversations

* Merge

* nit

* Undo prior change

* Undo prior change

* Review feedback

* Review feedback

* Fix test

* Use simpler JsonDocument approach for polymorphic deserialization

* More review feedback

* dotnet format
2025-11-05 18:46:19 +00:00
Eduard van ValkenburgandGitHub e2282ebe42 Python: fix missing packaging dependency (#1929)
* fix missing packaging dependency

* add aiohttp to azureai
2025-11-05 18:09:54 +00:00
Jacob AlberandGitHub b8a55dccb4 [BREAKING] refactor: Fix unintuitive binding of StreamAsync (#1930)
In #1551 we added a mechanism to open a Streaming workflow run without providing any input. This caused unintuitive behaviour when passing a string as input without providing a runId, resulting in the input being misinterpreted as the runId and the workflow not executing.

As well, the name caused confusion about why the Workflow was not running when using the input-less StreamAsync (since the Workflow cannot run without any messages to drive its execution).
2025-11-05 17:26:46 +00:00
Dmytro StrukandGitHub 14aee7e334 Python: Added parameter to disable agent cleanup in AzureAIAgentClient (#1882)
* Removed automatic agent cleanup in AzureAIAgentClient

* Revert "Removed automatic agent cleanup in AzureAIAgentClient"

This reverts commit 89846c7212.

* Exposed boolean flag to control deletion behavior

* Update sample
2025-11-05 16:56:19 +00:00
Javier Calvarro NelsonandGitHub b03a4fb95e .NET: AG-UI support for .NET (#1776)
* Initial plan

* Infrastructure setup

* Plan for minimal client

* Plan update

* Basic agentic chat

* cleanup

* Cleanups

* More cleanups

* Cleanups

* More cleanups

* Test plan

* Sample

* Fix streaming and error handling

* Fix notifications

* Cleanups

* cleanup sample

* Additional tests

* Additional tests

* Run dotnet format

* Remove unnecessary files

* Mark packages as non packable

* Fix build

* Address feedback

* Fix build

* Fix remaining warnings

* Feedback

* Feedback and cleanup

* Cleanup

* Cleanups

* Cleanups

* Cleanups

* Retrieve existing messages from the store to send them along the way and update the sample client

* Run dotnet format

* Add ADR for AG-UI

* Switch to use the SG and use a convention for run ids

* Cleanup MapAGUI API

* Fix formatting

* Fix solution

* Fix solution
2025-11-05 15:51:37 +00:00
Jeff HandleyandGitHub 77d882e2b4 Fix workflow lookup with AddAsAIAgent(name) when name differs from workflow name (#1925) 2025-11-05 15:31:36 +00:00
Roger BarretoandGitHub 6ca907f23f .NET: [Breaking Change] Moving MAAI.AzureAI V1 Package -> MAAI.AzureAI.Persistent (V1) (#1902)
* Update AzureAI -> AzureAI.Persistent

* Fix sample reference
2025-11-05 13:28:00 +00:00
westeyandGitHub 5e38c63455 .NET: [BREAKING] Simplify TextSearchProvider construction and improve Mem0Provider scoping. (#1905)
* Simplify TextSearchProvider construction and improve Mem0Provider scoping

* Fixing indentation.
2025-11-05 13:00:18 +00:00
Korolev DmitryandGitHub bb8ef466de .NET: Improve fidelity of OpenAI ChatCompletions Hosting (#1785)
* rename, support json serialization

* wip

* non-streaming

* streaming?

* proper streaming types

* comments + fix audio parse

* copilot suggestions

* proper stopsequences type

* build options as i could

* annotations

* proper generation of Id for chatcompletions

* string length as in chatcompletions api ref

* image url

* support tools

* rework API

* introduce tests for chatcompletions

* function calling / serialization tests / fixes

* more tests and coverage

* fix format

* sort usings

* nit

* address PR comments

* nits
2025-11-05 09:55:26 +00:00
Eduard van ValkenburgandGitHub 54db13c22f Python: add support for Python 3.14 (#1904)
* add tests for py3.14 and add classifier

* remove macos

* allow openai v2
2025-11-05 09:42:39 +00:00
Eduard van ValkenburgandGitHub 51b32ed1ac Python: Updates to Tools (#1835)
* updated tool samples

* mypy and readme fixes

* updated call logic

* added function invocation config

* added include detailed error

* added tests

* updated FRC exception handling

* updated tests

* fix oai test

* fix name in sample

* imporoved tests coverage and removed some dead code paths
2025-11-05 08:33:19 +00:00
Evan MattsonandGitHub d81b579111 Python: Bump ag-ui package to 1.0.0b251105 for a release. Update changelog. (#1922)
* Bump ag-ui package to 1.0.0b251105 for a release. Update changelog.

* Fix authors and license-files
2025-11-05 08:30:52 +00:00
Evan MattsonandGitHub 35a8565495 Python: AG-UI protocol support (#1826)
* Add AG-UI integration

* Fix tests. PR feedback

* Cleanup

* PR Feedback

* Improve README and getting started experience

* Fix links
2025-11-05 05:25:24 +00:00
0c862e97a6 Python: feat: Add ChatKit integration with a sample application (#1273)
* feat: Add ChatKit integration with a new frontend application

- Created a new frontend application using React and Vite for the ChatKit integration.
- Added essential files including package.json, vite.config.ts, and Tailwind CSS configuration.
- Implemented core components: App, Home, ChatKitPanel, ThemeToggle, and hooks for color scheme management.
- Established SQLite-based store implementation for ChatKit data persistence in store.py.
- Integrated theme toggling functionality for light and dark modes.
- Set up ESLint and TypeScript configurations for better development experience.

* git ignore

* fix mypy

* add mising file

* minimal frontend for chatkit sample

* update ignore files

* version

* set python version lowerbound on chatkit

* update project settings for chatkit

* update setup

* update setup

* update setup

* update setup

* weather widget

* add select city widget sample

* remove widget helper

* update chatkit to include file attachments and cover more thread item types

* update readme with mermaid diagram

* update diagram

* update instructions

* update chatkit dependency

* fix converter imports

* move to demos/

* move to demos/ -- rename references

* support multiple session instead of using global variable in sample

* support chunk streaming

* fix tests

* Update python/samples/demos/chatkit-integration/store.py

Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>

* use local host

---------

Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
2025-11-05 02:11:40 +00:00
Peter IbekweandGitHub bbde248839 .NET: Add unit tests for CreateConversation executor (#1915)
* Add unit tests for create conversation executor

* Update indentation and comment typo.
2025-11-05 01:40:10 +00:00
Tao ChenandGitHub 552f7c781d .NET: Make sure Workflow activities are as expected (#1903)
* Make sure Workflow activities are as expected

* misc

* Copliot comments

* Fix unit tests

* Improve test stability

* Fix unit tests

* Fix formatting
2025-11-05 00:37:31 +00:00
Evan MattsonandGitHub 2499262f30 Add orchestration samples link (#1914) 2025-11-05 00:30:56 +00:00
f415959d33 .NET: Add Writer-Critic Iterative Refinement Workflow Sample (#1790)
* Adding Sample for writer-critic workflow implemented using Worfklow, custom executors, agents, switch, custom states, different entry points for the executors.

* Update dotnet/samples/GettingStarted/Workflows/_Foundational/08_WriterCriticWorkflow/Program.cs

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update dotnet/samples/GettingStarted/Workflows/_Foundational/08_WriterCriticWorkflow/Program.cs

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* using now structured output, with streaming for UX responsiveness.

* improved comments and order, so comments directly precede what they're describing

* fixing issue with internal class that the analyzer doesn't recognize that CriticDecision is instantiated, just indirectly via JSON deserialization

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
2025-11-04 23:50:41 +00:00
Evan MattsonandGitHub 7b3e2a7e82 Update changelog with a new PR that went in (#1912) 2025-11-04 23:20:13 +00:00
Evan MattsonandGitHub d5040236c9 Fix mcp tool cloning for handoff pattern (#1883) 2025-11-04 22:49:34 +00:00
Dmytro StrukandGitHub 9e1b3c9b85 Python: .NET: Updated package version and small fix (#1911)
* Removed public key

* Updated package version

* Updated Python package versions
2025-11-04 22:42:07 +00:00
westeyandGitHub 8b4aa1ebb5 .NET: Add additional error handling to existing providers. (#1837)
* Add additional error handling to existing providers.

* Add additional information when logging mem0 messages.

* Fix formatting.
2025-11-04 17:09:45 +00:00
westeyandGitHub ada5b83c80 .NET: Add rag samples with sample TextSearchStore (#1664)
* Port store for adding text to a vector store to AF

* Fix typo.

* Change TextSearchStore to sample, and add sample to use it and do rag with a custom schema

* Add more tests and fix broken ones

* Fix merge issue

* Fix sample after merge.

* Convert TextSearchStore to use Dynamic mode to be AOT compatible.

* Add some more clarification on when to use assistant messages in rag searches.
2025-11-04 16:24:26 +00:00
64fc3f381f .NET: Response & foundry agent hosted MCP sample (#1568)
* Adding sample demonstrating hosted MCP with Responses

* Add mcp readme.md to slnx

* Update FoundryAgent sample to use MCP types from abstraction and to show how to do approval

* Fix param name after package update.

* Fix environment variable name for consistency

* Apply suggestion from @Copilot

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-11-04 15:54:20 +00:00
Evan MattsonandGitHub 50d9b13bfc Python: [BREAKING] consolidate workflow run APIs (#1723)
* consolidate workflow run apis

* improve validation, add tests

* Proper code tags for docs

* Update sample output

* Remove cycle validation

* PR feedback

* Validation

* Cleanup
2025-11-03 23:34:59 +00:00
Tao ChenandGitHub b0ee7028a6 .NET: Add workflow as an agent with observability sample (#1612)
* Add workflow as an agent with observability sample

* Address comment

* Fix formatting

* enable sensitive data

* enable sensitive data for sub agents

* adjust aggregator handlers
2025-11-03 20:36:33 +00:00
Eduard van ValkenburgandGitHub 12d17acdc0 Python: Introducing the Anthropic Client (#1819)
* initial version of anthropic connector

* updated implementation and added tests

* fix type and readme

* mypy fix and int tests enabled

* add integration test setup

* updated based on comments

* improved function result handling

* added extra unordered test

* updated from review

* fix tool choice handling

* same fix for chat client
2025-11-03 19:32:28 +00:00
Giles OdigweandGitHub a766a81243 a2a workflows fix (#1860) 2025-11-03 18:47:09 +00:00
Eduard van ValkenburgandGitHub e462d209fd Python: fix middleware and cleanup confusing function (#1865)
* fix middleware and cleanup redundant function

* added test to validate
2025-11-03 18:42:59 +00:00
0b843d2b3e .NET: Add simple rag sample for catalog (#1834)
* add simple rag sample for catalog

* Update dotnet/samples/Catalog/AgentWithTextSearchRag/AgentWithTextSearchRag.csproj

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-11-03 18:25:16 +00:00
Jacob AlberandGitHub b25b0af49b .NET: [BREAKING] Unify ExecutorIsh and ExecutorRegistration, unify/simplify APIs (#1637)
* refactor: Unify ExecutorIsh and ExecutorRegistration => ExecutorBinding

* Switch to more modern Record type-tree for Sum Types
* Unify APIs for getting ExecutorBinding
* Fix an issue where workflows consisting entirely of cross-run shareable executors which are not instance-resettable do not properly clear state when running non-concurrently.

* feat: Simplify function-to-executor pattern

* refactor: Normalize API naming
2025-11-03 18:20:35 +00:00
91c66f8a2c .NET: Sample demonstrating the use of agents in workflows (#1836)
* add sample demonstrating the use of agents in workflows

* Update dotnet/samples/Catalog/AgentsInWorkflows/README.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* use type instead of var

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-11-03 17:53:38 +00:00
c83011b30d .NET: Peibekwe/workflows cancellation token fix (#1740)
* Propagate cancellation token down the stack

* Added unit tests to cover workflow cancellation scenarios

* Updated tests based on feedback to simplify assert.

* Create custom AsyncEnumrable to gracefully handle cancellation for Channel reader. Tailor cancellation tests to declarative scenarios.

* Update comment and naming for readability.

* Fixing minor stylistic recommendation.

---------

Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
2025-11-03 16:34:55 +00:00
e87eed573b .NET: Change GetAIAgentAsync to be synchronous (#1846)
* Change GetAIAgentAsync to be synchronous

* Update dotnet/tests/Microsoft.Agents.AI.A2A.UnitTests/Extensions/A2AAgentCardExtensionsTests.cs

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-11-03 15:16:19 +00:00
CopilotGitHubcopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>stephentoub
b467ddf92a Update Microsoft.Extensions.AI libraries to 9.10.2 and OpenAI to 2.6.0 (#1859)
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: stephentoub <2642209+stephentoub@users.noreply.github.com>
2025-11-03 13:09:44 +00:00
Giles OdigweandGitHub a9a1b1e567 Python: Azure AI top_p and temperature parameters fix (#1839)
* azure ai parameters fix

* added unit tests

* unit test fix

* fix
2025-10-31 20:46:38 +00:00
a5db641ce3 .NET: Background responses sample (#1831)
* add samples that demonstrate background responses with function calling and agent state persistence

* update readme

* update sample description

* rename sample project

* remove unnecessary namespace and ysed task delay instead thread sleep generated by ai

* change names

* Update dotnet/samples/GettingStarted/Agents/Agent_Step20_BackgroundResponsesWithToolsAndPersistence/AgentStateStore.cs

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* simplify sample and address pr review comments

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-10-31 17:13:43 +00:00
889f45a7ef Python: Ensure agent thread is part of checkpoint (#1756)
* ensure agent thread is part of checkpoint

* Update python/packages/core/agent_framework/_workflows/_agent_executor.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* remove data copying for server side thread.

* refine warning check

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-10-31 15:48:43 +00:00
Tao ChenandGitHub 68b6a55757 [BREAKING] Python: Remove request_type param from ctx.request_info() (#1824)
* Remove request_type param from ctx.request_info()

* Address comments
2025-10-31 14:31:15 +00:00
westeyandGitHub 2101d9d36d Don't stamp unknown author name on output messages. (#1830) 2025-10-31 14:12:20 +00:00
Eric ZhuandGitHub 1543370027 Python: Lab: Updates to GAIA module (#1763)
* Lab: Updates to GAIA module

* update

* emoj!

* fix lint

* update lab test workflow to only trigger for python changes

* lint

* lint

* Fix broken OpenAI agents JS documentation link
2025-10-30 22:02:31 +00:00
7431b46bf0 Add community readme (#1817)
* Add community readme

* Update COMMUNITY.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-10-30 20:29:01 +00:00
westeyandGitHub 947e9eb1dc Fix broken .md link (#1818) 2025-10-30 20:03:29 +00:00
ChrisandGitHub b9d3e51734 Clean-up (#1810) 2025-10-30 17:49:31 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>Chris
42f20b431c Bump OpenTelemetry.Instrumentation.AspNetCore from 1.12.0 to 1.13.0 (#1802)
---
updated-dependencies:
- dependency-name: OpenTelemetry.Instrumentation.AspNetCore
  dependency-version: 1.13.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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2025-10-30 16:52:41 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>Chris
a24624e28e Bump Microsoft.Identity.Client.Extensions.Msal from 4.77.1 to 4.78.0 (#1798)
---
updated-dependencies:
- dependency-name: Microsoft.Identity.Client.Extensions.Msal
  dependency-version: 4.78.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
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2025-10-30 16:27:41 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>Chris
6e49c7a7b7 Bump OpenTelemetry.Extensions.Hosting from 1.12.0 to 1.13.1 (#1800)
---
updated-dependencies:
- dependency-name: OpenTelemetry.Extensions.Hosting
  dependency-version: 1.13.1
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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2025-10-30 16:26:33 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>Chris
23b76b382f Bump OpenTelemetry.Instrumentation.Http from 1.12.0 to 1.13.0 (#1801)
---
updated-dependencies:
- dependency-name: OpenTelemetry.Instrumentation.Http
  dependency-version: 1.13.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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2025-10-30 16:26:14 +00:00
Eduard van ValkenburgandGitHub 434ffb8ab8 Python: [BREAKING] Cleanup of dependencies (#1803)
* removed extra and non-released deps

* added comments

* added space and lock

* fix pyright config
2025-10-30 15:24:29 +00:00
KurtandGitHub abfdf75cfb fix: Remove strict thread id validation for tool results (#1769)
* fix: remove strict thread id validation for tool results

* test: remove corresponding test for strict thread_id validation
2025-10-30 14:32:46 +00:00
westeyandGitHub fb7086b2e0 .NET: [BREAKING] Fix issue where AIContextProvider messages were not added to MessageStores (#1788)
* Fix issue where AIContextProvider messages were not added to MessageStores

* Fix typos

* Update XML docs to reduce ambiguity.

* Update AIContext XML docs

* Fix merge issue
2025-10-30 11:55:48 +00:00
westeyandGitHub 36532e929e .NET: Add a Mem0 usage sample (#1779)
* Add a Mem0 usage sample

* Change charset

* Add variable types
2025-10-30 09:31:29 +00:00
Giles OdigweandGitHub 2059e7b3e8 Python: Azure AI Search Support Update + Refactored Samples & Unit Tests (#1683)
* azure ai search sample update

* azure ai search update

* small fix
2025-10-30 02:30:06 +00:00
Tao ChenandGitHub 943d92674e [BREAKING] Python: Replace RequestInfoExecutor with request_info API and @response_handler (#1466)
* Prototype: Add request_info API and @response_handler

* Add original_request as a parameter to the response handler

* Prototype: request interception in sub workflows

* Prototype: request interception in sub workflows 2

* WIP: Make checkpointing work

* checkpointing with sub workflow

* Fix function executor

* Allow sub-workflow to output directly

* Remove ReqeustInfoExecutor and related classes; Debugging checkpoint_with_human_in_the_loop

* Fix Handoff and sample

* fix pending requests in checkpoint

* Fix unit tests

* Fix formatting

* Resolve comments

* Address comment

* Add checkpoint tests

* Add tests

* misc

* fix mypy

* fix mypy

* Use request type as part of the key

* Log warning if there is not response handler for a request

* Update Internal edge group comments

* REcord message type in executor processing span

* Update sample

* Improve tests
2025-10-29 23:31:23 +00:00
westeyandGitHub f6eadd412e Shorten TextSearchSearchResult to TextSearchResult (#1780) 2025-10-29 21:16:28 +00:00
CopilotGitHublokitothcopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>Jacob Alber
a2ee840eef .NET: Make ChatProtocolExecutor public (#1781)
* Initial plan

* Make ChatProtocolExecutor and ChatProtocolExecutorOptions public with XML documentation

Co-authored-by: lokitoth <6936551+lokitoth@users.noreply.github.com>

* Address PR review feedback - remove remarks, fix parameter descriptions

Co-authored-by: lokitoth <6936551+lokitoth@users.noreply.github.com>

* ci: Empty Commit to kick over CI

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lokitoth <6936551+lokitoth@users.noreply.github.com>
Co-authored-by: Jacob Alber <jaalber@microsoft.com>
2025-10-29 19:02:27 +00:00
westeyandGitHub 8a3cab38ee .NET: Add a sample that shows how to do RAG with the TextSearchProvider (#1757)
* Add a sample that shows how to do RAG with the TextSearchProvider

* Update file encoding.
2025-10-29 14:34:00 +00:00
6325873906 .NET: Add deep-research sample (#1752)
* add deep-research sample

* update sample description

* update readme

* remove duplicating section

* Update dotnet/samples/GettingStarted/Agents/README.md

Co-authored-by: westey <164392973+westey-m@users.noreply.github.com>

* Update dotnet/samples/GettingStarted/Agents/Agent_Step18_DeepResearch/Program.cs

Co-authored-by: westey <164392973+westey-m@users.noreply.github.com>

* Update dotnet/samples/GettingStarted/Agents/Agent_Step18_DeepResearch/Program.cs

Co-authored-by: westey <164392973+westey-m@users.noreply.github.com>

* Use CreateAIAgentAsync extension method to create agent

* move deep research agent sample to the catalog folder

---------

Co-authored-by: westey <164392973+westey-m@users.noreply.github.com>
2025-10-29 12:42:21 +00:00
Tao ChenandGitHub 1fbdcf8268 Python: Fix type compatibility check (#1753)
* Fix type compatibility check

* Address comments
2025-10-29 00:48:01 +00:00
ChrisandGitHub 00a78d7bc6 .NET Workflows - Sample and Package Update (#1759)
* Update #1

* Sample comments

* Formatting

* Whitespace
2025-10-28 23:26:55 +00:00
Dmytro StrukandGitHub eed7e59f3f Updated Python and .NET package versions (#1758) 2025-10-28 18:49:50 +00:00
westeyandGitHub 4d9980c5c3 Disable packing mem0 to avoid release for now (#1751) 2025-10-28 16:41:57 +00:00
adba312cd6 Python: Added thread to AgentRunContext (#1732)
* Added thread to agent run context

* Added sample

* Update python/samples/getting_started/middleware/thread_behavior_middleware.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Small fix

---------

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2025-10-28 16:31:09 +00:00
westeyandGitHub a816408cd4 .NET: Add Rag AIContext Provider (#1630)
* Add Rag AIContext Provider

* Fix issues

* Improve options naming based on PR feedback.

* Move Rag Provider to Data namespace

* Add Raw Representation to RagSearchResult

* Renaming RagProvider to TextSearchProvider
2025-10-28 14:16:29 +00:00
ChrisandGitHub b70030daec .NET Workflows - Expose SendMessage override to all platforms (#1741)
* For real

* Fine-tune

* One more miss
2025-10-28 12:29:01 +00:00
westeyandGitHub 742203fb12 .NET: Porting Mem0Provider to Agent Framework (#1601)
* Porting Mem0Provider to AF from SK

* Switch integration tests to manual

* Address issues

* Move Mem0Provider to separate project.

* Move integration tests to new project

* Address PR comments.
2025-10-28 12:28:37 +00:00
Stephen ToubandGitHub 8408209c70 Fix gen_ai.operation.name to be invoke_agent (#1729) 2025-10-28 01:45:09 +00:00
Eric ZhuandGitHub 3194851c11 Python: AutoGen migration samples (#1738)
* add autogen migration samples

* fix typo

* remove comment

* fix typo

* fix lab pyright

* fix for HuggingFace change
2025-10-28 00:47:31 +00:00
ChrisandGitHub 92925a8bc7 .NET Workflows - Add support for tool approval (#1685)
* Draft

* Nullable init

* Complete

* Consistency

* Test fix

* Typo

* Comment

* Updated

* Fix identifier

* Test fix

* Comment typo

* Better naming

* Comment

* Tweak comment
2025-10-27 17:40:45 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
f8b427c6ec Bump Anthropic.SDK from 5.7.1 to 5.8.0 (#1703)
---
updated-dependencies:
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  update-type: version-update:semver-minor
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2025-10-27 16:46:16 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
76f3d4aa42 Bump Aspire.Hosting.AppHost from 9.5.1 to 9.5.2 (#1704)
---
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- dependency-name: Aspire.Hosting.AppHost
  dependency-version: 9.5.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
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2025-10-27 16:45:51 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
81ec5da1b3 Bump Aspire.Hosting.Azure.CognitiveServices from 9.5.1 to 9.5.2 (#1705)
---
updated-dependencies:
- dependency-name: Aspire.Hosting.Azure.CognitiveServices
  dependency-version: 9.5.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
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2025-10-27 16:45:37 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
8a3a67e1cf Bump Aspire.Microsoft.Azure.Cosmos from 9.5.1 to 9.5.2 (#1706)
---
updated-dependencies:
- dependency-name: Aspire.Microsoft.Azure.Cosmos
  dependency-version: 9.5.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
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2025-10-27 16:45:21 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
a0282b7b9a Bump danielpalme/ReportGenerator-GitHub-Action from 5.4.17 to 5.4.18 (#1713)
Bumps [danielpalme/ReportGenerator-GitHub-Action](https://github.com/danielpalme/reportgenerator-github-action) from 5.4.17 to 5.4.18.
- [Release notes](https://github.com/danielpalme/reportgenerator-github-action/releases)
- [Commits](https://github.com/danielpalme/reportgenerator-github-action/compare/5.4.17...5.4.18)

---
updated-dependencies:
- dependency-name: danielpalme/ReportGenerator-GitHub-Action
  dependency-version: 5.4.18
  dependency-type: direct:production
  update-type: version-update:semver-patch
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2025-10-27 16:39:16 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
c1d8ae90e1 Bump actions/download-artifact from 5 to 6 (#1714)
Bumps [actions/download-artifact](https://github.com/actions/download-artifact) from 5 to 6.
- [Release notes](https://github.com/actions/download-artifact/releases)
- [Commits](https://github.com/actions/download-artifact/compare/v5...v6)

---
updated-dependencies:
- dependency-name: actions/download-artifact
  dependency-version: '6'
  dependency-type: direct:production
  update-type: version-update:semver-major
...

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2025-10-27 16:38:08 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
b0f9cdb605 Bump actions/upload-artifact from 4 to 5 (#1715)
Bumps [actions/upload-artifact](https://github.com/actions/upload-artifact) from 4 to 5.
- [Release notes](https://github.com/actions/upload-artifact/releases)
- [Commits](https://github.com/actions/upload-artifact/compare/v4...v5)

---
updated-dependencies:
- dependency-name: actions/upload-artifact
  dependency-version: '5'
  dependency-type: direct:production
  update-type: version-update:semver-major
...

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2025-10-27 16:37:58 +00:00
Evan MattsonandGitHub e2d1ba3192 Python: reject @executor on staticmethod/classmethod with clear error message (#1719)
* reject executor on static method w clear error

* Simplify

* Cleanup
2025-10-27 05:31:58 +00:00
ff7de7a500 excluded devui frontend in pyproject.toml (#1697)
Co-authored-by: Alex Lavaee <alexlavaee@microsoft.com>
Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
2025-10-27 05:30:12 +00:00
Evan MattsonandGitHub e3aad8e4e0 Python: [BREAKING] Python: Intro group chat and refactor orchestrations. Fix as_agent(). Standardize orchestration start msg types. (#1538)
* Intro group chat and refactor magentic. Fix as_agent()

* Cleanup and improvements

* Add as_agent docstring clarification

* Standardize orchestration messages to use agent-style inputs.

* Simplify group chat constructs

* Further cleanup

* Add sk to af group chat migration sample. Update README.

* Improvements and simplifications

* consolidating shared orchestration logic

* Further clean up

* Add group chat sample

* Improve typing

* Fix test imports

* Fix readme links

* Cleanup per PR Feedback
2025-10-25 00:14:06 +00:00
Jacob AlberandGitHub 899d8ff775 fix: .NET: Concurrency Support for Orchestrations (#1689)
Concurrent run support was recently added to workflows, but Orchestrations did not fully update to support it. A few executors were missing Cross-Run Shareable annotations, and the ConcurrentEnd executor needed to be factory-instantiated.

This also ports the fix for #1613 from #1637, to avoid waiting on that PR.
2025-10-24 23:18:51 +00:00
Eric ZhuandGitHub aba505df77 Python: Update lab packages and installation instructions (#1687)
* update lab packages and installation instructions

* fix dep
2025-10-24 21:12:08 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>Chris
418d7f2353 Bump Anthropic.SDK from 5.6.0 to 5.7.1 (#1647)
---
updated-dependencies:
- dependency-name: Anthropic.SDK
  dependency-version: 5.7.1
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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2025-10-24 17:19:14 +00:00
458819a12b Python: [BREAKING] Update Agent Framework Lab Lightning to use Agent-lightning v0.2.0 API (#1644)
* Merge changes from AGL release

* Merge changes from AGL release

* fix mypy

* fix tool call with pydantic

* Apply suggestion from @ekzhu

* fix lint

---------

Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>
2025-10-24 17:02:56 +00:00
73eb00b37b .NET: API to manage AgentThreads in hosting scenarios (#1520)
* skeleton

* wip

* rename + fix tests

* implement workflow tests

* fix comments

* Update dotnet/src/Microsoft.Agents.AI.Hosting/HostApplicationBuilderWorkflowExtensions.cs

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* fixes

* proto

* fix worfklow build logic

* build it / no reflection / no generics / extensions on aiagent

* rollback + new overload on workflow builder

* address PR comments

* fix build

* take from main

* correct based on latest API

* apply suggestion

* address PR comments x1

* address PR comments 2

* renames

* *With*

* refactor api a bit

* refactor + merge main + apply suggestions

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-10-24 11:17:25 +00:00
Tao ChenandGitHub 31701dbb92 [BREAKING] Python: Refactor Checkpointing for runner and runner context (#1645)
* Refactor Checkpointing for runner and runner context

* exception

* Fix formatting

* Comments

* rename

* Add detailed doc string
2025-10-24 03:34:55 +00:00
Jacob AlberandGitHub 3aa682082a feat: Add Cancellation API on StreamingRun (#1675) 2025-10-23 20:01:56 +00:00
Jacob AlberandGitHub b2246efa69 fix: InMemoryCheckpointManager is not JSON serializable (#1639)
Checkpointing is used by the WorkflowHostAgent to be able to support resume from a provided thread. When a CheckpointManager is not specified, we use the InMemoryCheckpointManager and serialize its state into the thread's Serialize()ed JsonElement.

At some point InMemoryCheckpointManager became not serializable, breaking this behaviour. This change restores serializability, and adds a test.
2025-10-23 19:32:52 +00:00
Victor DibiaandGitHub 6b66a34609 Python: DevUI Fix Serialization, Timestamp and Other Issues (#1584)
* refactor(devui): adopt standard OpenAI lifecycle events for agents and workflows

- Replace custom workflow events with OpenAI Responses API standard lifecycle events
- Add AgentStartedEvent, AgentCompletedEvent, AgentFailedEvent for clean separation
- Implement ExecutorActionItem for workflow executor tracking
- Convert informational events to trace events to reduce noise
- Update README mapper table with comprehensive event mappings
- Maintain full backward compatibility with legacy events

* fix(devui): resolve timestamp overwriting and Content serialization errors

- Fix tool call timestamps being overwritten on each render (#1483)
- Add recursive Content serialization to handle ChatMessage and nested objects (#1548)
- Implement proper MCP tool cleanup on server shutdown
- Add timestamp field to function_result.complete events
- Enhance credential and client resource cleanup

Fixes #1483, #1548
Partial improvements for #1476
2025-10-23 18:19:20 +00:00
Eric ZhuandGitHub 064ee8afbe Python: Update lab test trigger (#1632)
* Update lab test trigger

* fix tests
2025-10-23 18:11:57 +00:00
Giles OdigweandGitHub 1f19a6da5c Python: MCP Error Handling Fix + Added Unit Tests (#1621)
* mcp error fix

* test docstring fixes
2025-10-23 18:01:10 +00:00
SergeyMenshykhandGitHub c408a2d8c3 update the sample to have more relevant background responses prompts and reference official documentation. (#1654) 2025-10-23 17:47:54 +00:00
Korolev DmitryandGitHub 72c391bc08 .NET: Refactor A2A and AIAgent hosting extensions (#1625)
* a2a reformat

* and refactor extensions on serviceCollection

* units

* fix build

* add remark for agentcard overloads
2025-10-23 17:43:48 +00:00
Eric ZhuandGitHub 905e730dc2 Python: Skip flaky openai vector store file tests (#1667)
* Add poll interval to fix integration test

* skip flaky tests
2025-10-23 17:31:41 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>Chris
8441b7e9e9 Bump OpenTelemetry and OpenTelemetry.Exporter.InMemory (#1651)
Bumps OpenTelemetry from 1.12.0 to 1.13.1
Bumps OpenTelemetry.Exporter.InMemory from 1.12.0 to 1.13.1

---
updated-dependencies:
- dependency-name: OpenTelemetry
  dependency-version: 1.13.1
  dependency-type: direct:production
  update-type: version-update:semver-minor
- dependency-name: OpenTelemetry.Exporter.InMemory
  dependency-version: 1.13.1
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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2025-10-23 15:57:09 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>Chris
183a1f9b84 Bump FluentAssertions from 8.7.1 to 8.8.0 (#1648)
---
updated-dependencies:
- dependency-name: FluentAssertions
  dependency-version: 8.8.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
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2025-10-23 15:55:02 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
3a842c27cd Bump OpenTelemetry and OpenTelemetry.Exporter.Console (#1650)
Bumps OpenTelemetry from 1.12.0 to 1.13.1
Bumps OpenTelemetry.Exporter.Console from 1.12.0 to 1.13.1

---
updated-dependencies:
- dependency-name: OpenTelemetry
  dependency-version: 1.13.1
  dependency-type: direct:production
  update-type: version-update:semver-minor
- dependency-name: OpenTelemetry.Exporter.Console
  dependency-version: 1.13.1
  dependency-type: direct:production
  update-type: version-update:semver-minor
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2025-10-23 15:28:37 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
cd17caca42 Bump OpenTelemetry and OpenTelemetry.Exporter.OpenTelemetryProtocol (#1652)
Bumps OpenTelemetry from 1.12.0 to 1.13.1
Bumps OpenTelemetry.Exporter.OpenTelemetryProtocol from 1.12.0 to 1.13.1

---
updated-dependencies:
- dependency-name: OpenTelemetry
  dependency-version: 1.13.1
  dependency-type: direct:production
  update-type: version-update:semver-minor
- dependency-name: OpenTelemetry.Exporter.OpenTelemetryProtocol
  dependency-version: 1.13.1
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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2025-10-23 15:28:03 +00:00
SergeyMenshykhandGitHub 202bfdc376 allow a2a agent to accept non-user messages (#1661) 2025-10-23 14:37:14 +00:00
Jacob AlberandGitHub feb3404a27 samples: WorkflowHelper => WorkflowFactory (#1640) 2025-10-23 04:34:26 +00:00
Peter IbekweandGitHub e9687d59b4 Propagate cancellation token down the stack (#1641) 2025-10-23 01:44:44 +00:00
Jose Luis Latorre MillasandGitHub 0fc1b8837b Fixes issue 1623 - .NET: [BUG] Fix Invalid Mermaid/DOT Identifiers in Fan-In Node Visualization (#1624) 2025-10-22 21:19:44 +00:00
Stephen ToubandGitHub 23bf1db623 Bump ModelContextProtocol to 0.4.0-preview.3 (#1585) 2025-10-22 19:01:45 +00:00
CopilotGitHubcrickmancopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
d89631ed44 .NET: Fix solution reference to deleted ParseValue.yaml file (#1610)
* Initial plan

* Remove reference to deleted ParseValue.yaml from solution file

Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>

---------

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2025-10-22 17:58:41 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>ChrisRoger Barreto
8e33fa1aaa Bump Microsoft.ML.OnnxRuntimeGenAI from 0.9.2 to 0.10.0 (#1410)
---
updated-dependencies:
- dependency-name: Microsoft.ML.OnnxRuntimeGenAI
  dependency-version: 0.10.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
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2025-10-22 17:55:51 +00:00
103c7e7105 .NET: Improve fidelity of OpenAI Responses hosting (#1550)
* Improve conformance of OpenAI Responses API serving

* Update dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/AgentRunResponseExtensions.cs

Co-authored-by: Stephen Toub <stoub@microsoft.com>

* Update dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/AgentRunResponseExtensions.cs

Co-authored-by: Stephen Toub <stoub@microsoft.com>

* Sort packages

* Relax adherence where acceptable

* nit

* PromptCacheKey is not obsolete

* format

---------

Co-authored-by: Stephen Toub <stoub@microsoft.com>
2025-10-22 17:48:44 +00:00
1bf520a7c2 .NET: Add support for background responses (#1501)
* add support for background responses

* Update dotnet/src/Microsoft.Agents.AI.Abstractions/AgentRunResponseUpdate.cs

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* fix broken link

* fix xml comments and background responses properties override funcitonity

* change ai model provider

* use Run{Streaming}Async overloads that don't require messages

* stop using m: prefix in cref attribute of <see/> element.

* reject input messages provided with continuation token + don't extract messages from message store and context provide if continuation token is provided

* use agent thread for background-responses sample

* require agent thread for background responses

* Update dotnet/src/Microsoft.Agents.AI/ChatClient/ChatClientAgent.cs

Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com>

* Update dotnet/src/Microsoft.Agents.AI/ChatClient/ChatClientAgent.cs

Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com>

* remove CA1200

* Update dotnet/src/Microsoft.Agents.AI.Abstractions/AgentRunOptions.cs

Co-authored-by: westey <164392973+westey-m@users.noreply.github.com>

* Update dotnet/src/Microsoft.Agents.AI.Abstractions/AgentRunResponse.cs

Co-authored-by: westey <164392973+westey-m@users.noreply.github.com>

* Update dotnet/src/Microsoft.Agents.AI.Abstractions/AgentRunResponse.cs

Co-authored-by: westey <164392973+westey-m@users.noreply.github.com>

* address pr review comments

* Update dotnet/samples/GettingStarted/Agents/Agent_Step17_BackgroundResponses/Program.cs

Co-authored-by: westey <164392973+westey-m@users.noreply.github.com>

---------

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Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com>
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2025-10-22 17:43:57 +00:00
CopilotGitHubrogerbarretocopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
699149c260 .NET: Update Microsoft.Extensions.AI packages to version 9.10.1 (#1626)
* Initial plan

* Update Microsoft.Extensions.AI packages to 9.10.1

Co-authored-by: rogerbarreto <19890735+rogerbarreto@users.noreply.github.com>

* Moving FileHostedSearch testing to manual mode

* Moving FileHostedSearch testing to manual mode

---------

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2025-10-22 17:12:57 +00:00
Evan MattsonandGitHub b66619a544 Python: Add Handoff orchestration pattern support (#1469)
* Add Handoff orchestration pattern support

* PR feedback

* Use AOAI client in samples

* Adjust to tool

* Handoff to sub-agent via ai function

* PR feedback

* More cleanup

* Improvements

* PR feedback cleanup

* Add handoff migration sample.

* Remove type ignore

* fix markdown link formatting

* Remove readme link for non-existent sample
2025-10-22 01:51:51 +00:00
4554de00ab .NET: Sample on Worflows mixing Agents And Executors, showcasing best patte… (#1562)
* Sample on Worflows mixing Agents And Executors, showcasing best patterns which are reusable.

* Update dotnet/samples/GettingStarted/Workflows/README.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update dotnet/samples/GettingStarted/Workflows/_Foundational/07_MixedWorkflowAgentsAndExecutors/Program.cs

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* minor fix

* fixed ambiguous signature due to framework changes.

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-10-21 23:41:59 +00:00
CopilotGitHubcrickmancopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
965cce0b50 .NET Workflows - Remove debug file ParseValue.yaml from workflow-samples (#1608)
* Initial plan

* Remove ParseValue.yaml debug file from workflow-samples

Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>
2025-10-21 21:33:13 +00:00
d7f422b92c .NET: Use extension methods from A2A package for converting between MEAI & A2A model classes (#1600)
* use extension methods from A2A package for converting between MEAI and A2A model classes.

* Update dotnet/tests/Microsoft.Agents.AI.A2A.UnitTests/A2AAgentTests.cs

Co-authored-by: Stephen Toub <stoub@microsoft.com>

* remove unused using

---------

Co-authored-by: Stephen Toub <stoub@microsoft.com>
2025-10-21 17:59:27 +00:00
22d76e5780 .NET: Fix handoff function naming (#1370)
* Fix handoff function naming

We don't need the agent's name or a guid in the handoff name... we can just use simple numbering. There's a possibility that someone built an agent with a built-in function tool named "handoff_to_x"; if that turns out to be an issue, we could add back some longer bit of randomness.

* Update dotnet/src/Microsoft.Agents.AI.Workflows/Specialized/HandoffAgentExecutor.cs

---------

Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
2025-10-21 15:23:53 +00:00
ChrisGitHubCopilotcopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
731e3a7633 .NET Workflows - Fix ability of ParseValue action to process list/table types. (#1577)
* Initial plan

* Add test classes for extension methods

Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>

* Fix test issues and document bug in ExpandoObjectExtensions

Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>

* Address code review feedback - shorten Skip messages and add explanatory comments

Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>

* Replace Fields.ToDictionary with GetField calls and fix ExpandoObjectExtensions bug

Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>

* Update dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Extensions/DataValueExtensionsTests.cs

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Extensions/DataValueExtensionsTests.cs

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Remove unused using statement from DialogBaseExtensionsTests

Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>

* Add proper WrapWithBot tests using AdaptiveDialog and OnActivity

Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>

* Cleanup

* Better

* Better

* One more test

* Checkpoint

* Checkpoint

* Finally

---------

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2025-10-21 02:45:07 +00:00
Giles OdigweandGitHub e8a7d3b1b7 Python: Added Samples for HostedCodeInterpreterTool with files (#1583)
* code interpreter with files

* import fix
2025-10-21 01:37:53 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>Victor Dibia
acfbc4bc3c Bump vite from 7.1.5 to 7.1.11 in /python/packages/devui/frontend (#1586)
Bumps [vite](https://github.com/vitejs/vite/tree/HEAD/packages/vite) from 7.1.5 to 7.1.11.
- [Release notes](https://github.com/vitejs/vite/releases)
- [Changelog](https://github.com/vitejs/vite/blob/main/packages/vite/CHANGELOG.md)
- [Commits](https://github.com/vitejs/vite/commits/v7.1.11/packages/vite)

---
updated-dependencies:
- dependency-name: vite
  dependency-version: 7.1.11
  dependency-type: direct:development
...

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2025-10-21 01:17:40 +00:00
Jacob AlberandGitHub 0ef4e739d5 refactor: [BREAKING] Remove generic Workflow<T> (#1551)
Remove input type checking in favour of explicit `.DescribeProtocolAsync()` flow. Also removes `.AsAgentAsync()` as the validation happens at workflow run time. This makes it easier to use Workflows with DI without resorting to async-over-sync.
2025-10-21 00:13:41 +00:00
Tao ChenandGitHub 7c1e3db846 .NET: AIAgentHostExecutor to use ToAgentRunResponse (#1439)
* AIAgentHostExecutor to use ToAgentRunResponse

* Only run agent in stream mode when emit event is true
2025-10-20 17:50:12 +00:00
083d0de3f3 Code clean up: Checkpoint and WorkflowBuilder (#1557)
Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
2025-10-20 16:34:06 +00:00
Dmytro StrukandGitHub 9c3f52566f Python: Updated merge test jobs (#1578)
* Updated merge test jobs

* Small fix
2025-10-20 16:22:46 +00:00
CopilotGitHubcrickmanCopilotcopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>Chris Rickman
c72455508b .NET: Add comprehensive test classes for extension methods in Microsoft.Agents.AI.Workflows.Declarative (#1555)
* Initial plan

* Add test classes for extension methods

Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>

* Fix test issues and document bug in ExpandoObjectExtensions

Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>

* Address code review feedback - shorten Skip messages and add explanatory comments

Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>

* Replace Fields.ToDictionary with GetField calls and fix ExpandoObjectExtensions bug

Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>

* Update dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Extensions/DataValueExtensionsTests.cs

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Extensions/DataValueExtensionsTests.cs

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Remove unused using statement from DialogBaseExtensionsTests

Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>

* Add proper WrapWithBot tests using AdaptiveDialog and OnActivity

Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>

* Cleanup

* Better

* Better

* One more test

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Chris Rickman <crickman@microsoft.com>
2025-10-20 15:21:46 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>Dmytro Struk
470cd109c0 Bump danielpalme/ReportGenerator-GitHub-Action from 5.4.16 to 5.4.17 (#1418)
Bumps [danielpalme/ReportGenerator-GitHub-Action](https://github.com/danielpalme/reportgenerator-github-action) from 5.4.16 to 5.4.17.
- [Release notes](https://github.com/danielpalme/reportgenerator-github-action/releases)
- [Commits](https://github.com/danielpalme/reportgenerator-github-action/compare/5.4.16...5.4.17)

---
updated-dependencies:
- dependency-name: danielpalme/ReportGenerator-GitHub-Action
  dependency-version: 5.4.17
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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2025-10-20 15:18:05 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
cf7890fdbe Bump OpenTelemetry.Api from 1.12.0 to 1.13.1 (#1514)
---
updated-dependencies:
- dependency-name: OpenTelemetry.Api
  dependency-version: 1.13.1
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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2025-10-20 15:17:37 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
ec0a3206e2 Bump AWSSDK.Extensions.Bedrock.MEAI from 4.0.4 to 4.0.4.1 (#1558)
---
updated-dependencies:
- dependency-name: AWSSDK.Extensions.Bedrock.MEAI
  dependency-version: 4.0.4.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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2025-10-20 10:11:49 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
7e18863296 Bump OllamaSharp from 5.4.7 to 5.4.8 (#1559)
---
updated-dependencies:
- dependency-name: OllamaSharp
  dependency-version: 5.4.8
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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2025-10-20 10:11:25 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
7d6b59754f Bump github/codeql-action from 3 to 4 (#1417)
Bumps [github/codeql-action](https://github.com/github/codeql-action) from 3 to 4.
- [Release notes](https://github.com/github/codeql-action/releases)
- [Changelog](https://github.com/github/codeql-action/blob/main/CHANGELOG.md)
- [Commits](https://github.com/github/codeql-action/compare/v3...v4)

---
updated-dependencies:
- dependency-name: github/codeql-action
  dependency-version: '4'
  dependency-type: direct:production
  update-type: version-update:semver-major
...

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2025-10-19 20:02:41 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>Dmytro Struk
b67f0171b7 Bump astral-sh/setup-uv from 6 to 7 (#1419)
Bumps [astral-sh/setup-uv](https://github.com/astral-sh/setup-uv) from 6 to 7.
- [Release notes](https://github.com/astral-sh/setup-uv/releases)
- [Commits](https://github.com/astral-sh/setup-uv/compare/v6...v7)

---
updated-dependencies:
- dependency-name: astral-sh/setup-uv
  dependency-version: '7'
  dependency-type: direct:production
  update-type: version-update:semver-major
...

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2025-10-19 20:00:46 +00:00
CopilotGitHubcrickmancopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>Chris Rickman
8f87328cf8 .NET: Add comprehensive unit tests for entity extraction in Declarative Workflows (#1534)
* Initial plan

* Add comprehensive unit tests for entity extraction

Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>

* Updated

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>
Co-authored-by: Chris Rickman <crickman@microsoft.com>
2025-10-17 17:24:35 +00:00
westeyandGitHub e7a9128138 Force source generation tests in .net core (#1298) 2025-10-17 14:58:50 +00:00
CopilotGitHubmoonbox3copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
151efd2e80 Python: Remove deprecated add_agent() calls from workflow samples (#1508)
* Initial plan

* Remove add_agent calls from workflow samples

Co-authored-by: moonbox3 <35585003+moonbox3@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: moonbox3 <35585003+moonbox3@users.noreply.github.com>
2025-10-17 02:25:31 +00:00
2046f16cdb .NET README - Declarative Workflows (#1526)
* Info

* Update dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/README.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/README.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Link

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-10-17 00:44:25 +00:00
ChrisandGitHub df776ae77b .NET Workflows - Declarative updated for Question action (#1532)
* Updated

* Namespace
2025-10-17 00:44:19 +00:00
1911 changed files with 183175 additions and 23868 deletions
+3 -2
View File
@@ -1,10 +1,11 @@
{
"name": "C# (.NET)",
"image": "mcr.microsoft.com/devcontainers/dotnet:9.0",
"image": "mcr.microsoft.com/devcontainers/dotnet:10.0",
"features": {
"ghcr.io/devcontainers/features/dotnet:2.4.0": {},
"ghcr.io/devcontainers/features/powershell:1.5.1": {},
"ghcr.io/devcontainers/features/azure-cli:1.2.8": {}
"ghcr.io/devcontainers/features/azure-cli:1.2.8": {},
"ghcr.io/devcontainers/features/docker-in-docker:2.12.4": {}
},
"workspaceFolder": "/workspaces/agent-framework/dotnet/",
"customizations": {
+3
View File
@@ -12,11 +12,14 @@ ignorePatterns:
- pattern: "https:\/\/platform.openai.com"
- pattern: "http:\/\/localhost"
- pattern: "http:\/\/127.0.0.1"
- pattern: "https:\/\/localhost"
- pattern: "https:\/\/127.0.0.1"
- pattern: "0001-spec.md"
- pattern: "0001-madr-architecture-decisions.md"
- pattern: "https://api.powerplatform.com/.default"
- pattern: "https://your-resource.openai.azure.com/"
- pattern: "http://host.docker.internal"
- pattern: "https://openai.github.io/openai-agents-js/openai/agents/classes/"
# excludedDirs:
# Folders which include links to localhost, since it's not ignored with regular expressions
baseUrl: https://github.com/microsoft/agent-framework/
+4
View File
@@ -0,0 +1,4 @@
# Code ownership assignments
# https://docs.github.com/repositories/managing-your-repositorys-settings-and-features/customizing-your-repository/about-code-owners
python/packages/azurefunctions/ @microsoft/agentframework-durabletask-developers
@@ -0,0 +1,36 @@
name: Azure Functions Integration Test Setup
description: Prepare local emulators and tools for Azure Functions integration tests
runs:
using: "composite"
steps:
- name: Start Durable Task Scheduler Emulator
shell: bash
run: |
if [ "$(docker ps -aq -f name=dts-emulator)" ]; then
echo "Stopping and removing existing Durable Task Scheduler Emulator"
docker rm -f dts-emulator
fi
echo "Starting Durable Task Scheduler Emulator"
docker run -d --name dts-emulator -p 8080:8080 -p 8082:8082 mcr.microsoft.com/dts/dts-emulator:latest
echo "Waiting for Durable Task Scheduler Emulator to be ready"
timeout 30 bash -c 'until curl --silent http://localhost:8080/healthz; do sleep 1; done'
echo "Durable Task Scheduler Emulator is ready"
- name: Start Azurite (Azure Storage emulator)
shell: bash
run: |
if [ "$(docker ps -aq -f name=azurite)" ]; then
echo "Stopping and removing existing Azurite (Azure Storage emulator)"
docker rm -f azurite
fi
echo "Starting Azurite (Azure Storage emulator)"
docker run -d --name azurite -p 10000:10000 -p 10001:10001 -p 10002:10002 mcr.microsoft.com/azure-storage/azurite
echo "Waiting for Azurite (Azure Storage emulator) to be ready"
timeout 30 bash -c 'until curl --silent http://localhost:10000/devstoreaccount1; do sleep 1; done'
echo "Azurite (Azure Storage emulator) is ready"
- name: Install Azure Functions Core Tools
shell: bash
run: |
echo "Installing Azure Functions Core Tools"
npm install -g azure-functions-core-tools@4 --unsafe-perm true
func --version
+8 -3
View File
@@ -11,9 +11,6 @@ updates:
schedule:
interval: "cron"
cronjob: "0 8 * * 4,0" # Every Thursday(4) and Sunday(0) at 8:00 UTC
experimental:
nuget-native-updater: false
enable-cooldown-metrics-collection: false
ignore:
# For all System.* and Microsoft.Extensions/Bcl.* packages, ignore all major version updates
- dependency-name: "System.*"
@@ -28,6 +25,14 @@ updates:
- "dependencies"
# Maintain dependencies for python
- package-ecosystem: "pip"
directory: "python/"
schedule:
interval: "weekly"
day: "monday"
labels:
- "python"
- "dependencies"
- package-ecosystem: "uv"
directory: "python/"
schedule:
@@ -1052,7 +1052,7 @@ AgentThread thread = agent.GetNewThread();
**Add Agent Framework Packages:**
```xml
<PackageReference Include="Microsoft.Agents.AI.AzureAI" />
<PackageReference Include="Microsoft.Agents.AI.AzureAI.Persistent" />
<PackageReference Include="Azure.Identity" />
```
</configuration_changes>
+3 -3
View File
@@ -38,7 +38,7 @@ jobs:
# Initializes the CodeQL tools for scanning.
- name: Initialize CodeQL
uses: github/codeql-action/init@v3
uses: github/codeql-action/init@v4
with:
languages: ${{ matrix.language }}
# If you wish to specify custom queries, you can do so here or in a config file.
@@ -51,7 +51,7 @@ jobs:
# Autobuild attempts to build any compiled languages (C/C++, C#, Go, or Java).
# If this step fails, then you should remove it and run the build manually (see below)
- name: Autobuild
uses: github/codeql-action/autobuild@v3
uses: github/codeql-action/autobuild@v4
# ℹ️ Command-line programs to run using the OS shell.
# 📚 See https://docs.github.com/en/actions/using-workflows/workflow-syntax-for-github-actions#jobsjob_idstepsrun
@@ -64,6 +64,6 @@ jobs:
# ./location_of_script_within_repo/buildscript.sh
- name: Perform CodeQL Analysis
uses: github/codeql-action/analyze@v3
uses: github/codeql-action/analyze@v4
with:
category: "/language:${{matrix.language}}"
+54 -18
View File
@@ -8,16 +8,17 @@ name: dotnet-build-and-test
on:
workflow_dispatch:
pull_request:
branches: ["main"]
branches: ["main", "feature*"]
merge_group:
branches: ["main"]
branches: ["main", "feature*"]
push:
branches: ["main"]
branches: ["main", "feature*"]
schedule:
- cron: "0 0 * * *" # Run at midnight UTC daily
env:
COVERAGE_THRESHOLD: 80
COVERAGE_FRAMEWORK: net10.0 # framework target for which we run/report code coverage
concurrency:
group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
@@ -59,9 +60,9 @@ jobs:
fail-fast: false
matrix:
include:
- { targetFramework: "net9.0", os: "ubuntu-latest", configuration: Release, integration-tests: true, environment: "integration" }
- { targetFramework: "net9.0", os: "ubuntu-latest", configuration: Debug }
- { targetFramework: "net9.0", os: "windows-latest", configuration: Release }
- { targetFramework: "net10.0", os: "ubuntu-latest", configuration: Release, integration-tests: true, environment: "integration" }
- { targetFramework: "net9.0", os: "windows-latest", configuration: Debug }
- { targetFramework: "net8.0", os: "ubuntu-latest", configuration: Release }
- { targetFramework: "net472", os: "windows-latest", configuration: Release, integration-tests: true, environment: "integration" }
runs-on: ${{ matrix.os }}
@@ -69,12 +70,13 @@ jobs:
steps:
- uses: actions/checkout@v5
with:
persist-credentials: false
sparse-checkout: |
.
.github
dotnet
workflow-samples
persist-credentials: false
sparse-checkout: |
.
.github
dotnet
python
workflow-samples
- name: Setup dotnet
uses: actions/setup-dotnet@v5.0.0
@@ -122,14 +124,26 @@ jobs:
popd
rm -rf "$TEMP_DIR"
- name: Run Unit Tests Windows
- name: Run Unit Tests
shell: bash
run: |
export UT_PROJECTS=$(find ./dotnet -type f -name "*.UnitTests.csproj" | tr '\n' ' ')
for project in $UT_PROJECTS; do
dotnet test -f ${{ matrix.targetFramework }} -c ${{ matrix.configuration }} $project --no-build -v Normal --logger trx --collect:"XPlat Code Coverage" --results-directory:"TestResults/Coverage/" -- DataCollectionRunSettings.DataCollectors.DataCollector.Configuration.ExcludeByAttribute=GeneratedCodeAttribute,CompilerGeneratedAttribute,ExcludeFromCodeCoverageAttribute
# Query the project's target frameworks using MSBuild with the current configuration
target_frameworks=$(dotnet msbuild $project -getProperty:TargetFrameworks -p:Configuration=${{ matrix.configuration }} -nologo 2>/dev/null | tr -d '\r')
# Check if the project supports the target framework
if [[ "$target_frameworks" == *"${{ matrix.targetFramework }}"* ]]; then
if [[ "${{ matrix.targetFramework }}" == "${{ env.COVERAGE_FRAMEWORK }}" ]]; then
dotnet test -f ${{ matrix.targetFramework }} -c ${{ matrix.configuration }} $project --no-build -v Normal --logger trx --collect:"XPlat Code Coverage" --results-directory:"TestResults/Coverage/" -- DataCollectionRunSettings.DataCollectors.DataCollector.Configuration.ExcludeByAttribute=GeneratedCodeAttribute,CompilerGeneratedAttribute,ExcludeFromCodeCoverageAttribute
else
dotnet test -f ${{ matrix.targetFramework }} -c ${{ matrix.configuration }} $project --no-build -v Normal --logger trx
fi
else
echo "Skipping $project - does not support target framework ${{ matrix.targetFramework }} (supports: $target_frameworks)"
fi
done
- name: Log event name and matrix integration-tests
shell: bash
run: echo "github.event_name:${{ github.event_name }} matrix.integration-tests:${{ matrix.integration-tests }} github.event.action:${{ github.event.action }} github.event.pull_request.merged:${{ github.event.pull_request.merged }}"
@@ -142,19 +156,38 @@ jobs:
tenant-id: ${{ secrets.AZURE_TENANT_ID }}
subscription-id: ${{ secrets.AZURE_SUBSCRIPTION_ID }}
# This setup action is required for both Durable Task and Azure Functions integration tests.
# We only run it on Ubuntu since the Durable Task and Azure Functions features are not available
# on .NET Framework (net472) which is what we use the Windows runner for.
- name: Set up Durable Task and Azure Functions Integration Test Emulators
if: github.event_name != 'pull_request' && matrix.integration-tests && matrix.os == 'ubuntu-latest'
uses: ./.github/actions/azure-functions-integration-setup
id: azure-functions-setup
- name: Run Integration Tests
shell: bash
if: github.event_name != 'pull_request' && matrix.integration-tests
run: |
export INTEGRATION_TEST_PROJECTS=$(find ./dotnet -type f -name "*IntegrationTests.csproj" | tr '\n' ' ')
for project in $INTEGRATION_TEST_PROJECTS; do
dotnet test -f ${{ matrix.targetFramework }} -c ${{ matrix.configuration }} $project --no-build -v Normal --logger trx
# Query the project's target frameworks using MSBuild with the current configuration
target_frameworks=$(dotnet msbuild $project -getProperty:TargetFrameworks -p:Configuration=${{ matrix.configuration }} -nologo 2>/dev/null | tr -d '\r')
# Check if the project supports the target framework
if [[ "$target_frameworks" == *"${{ matrix.targetFramework }}"* ]]; then
dotnet test -f ${{ matrix.targetFramework }} -c ${{ matrix.configuration }} $project --no-build -v Normal --logger trx
else
echo "Skipping $project - does not support target framework ${{ matrix.targetFramework }} (supports: $target_frameworks)"
fi
done
env:
# OpenAI Models
OpenAI__ApiKey: ${{ secrets.OPENAI__APIKEY }}
OpenAI__ChatModelId: ${{ vars.OPENAI__CHATMODELID }}
OpenAI__ChatReasoningModelId: ${{ vars.OPENAI__CHATREASONINGMODELID }}
# Azure OpenAI Models
AZURE_OPENAI_CHAT_DEPLOYMENT_NAME: ${{ vars.AZUREOPENAI__CHATDEPLOYMENTNAME }}
AZURE_OPENAI_ENDPOINT: ${{ vars.AZUREOPENAI__ENDPOINT }}
# Azure AI Foundry
AzureAI__Endpoint: ${{ secrets.AZUREAI__ENDPOINT }}
AzureAI__DeploymentName: ${{ vars.AZUREAI__DEPLOYMENTNAME }}
@@ -166,19 +199,22 @@ jobs:
# Generate test reports and check coverage
- name: Generate test reports
uses: danielpalme/ReportGenerator-GitHub-Action@5.4.16
if: matrix.targetFramework == env.COVERAGE_FRAMEWORK
uses: danielpalme/ReportGenerator-GitHub-Action@5.4.18
with:
reports: "./TestResults/Coverage/**/coverage.cobertura.xml"
targetdir: "./TestResults/Reports"
reporttypes: "HtmlInline;JsonSummary"
- name: Upload coverage report artifact
uses: actions/upload-artifact@v4
if: matrix.targetFramework == env.COVERAGE_FRAMEWORK
uses: actions/upload-artifact@v5
with:
name: CoverageReport-${{ matrix.os }}-${{ matrix.targetFramework }}-${{ matrix.configuration }} # Artifact name
path: ./TestResults/Reports # Directory containing files to upload
- name: Check coverage
if: matrix.targetFramework == env.COVERAGE_FRAMEWORK
shell: pwsh
run: .github/workflows/dotnet-check-coverage.ps1 -JsonReportPath "TestResults/Reports/Summary.json" -CoverageThreshold $env:COVERAGE_THRESHOLD
+1 -1
View File
@@ -22,7 +22,7 @@ jobs:
fail-fast: false
matrix:
include:
- { dotnet: "9.0", configuration: Release, os: ubuntu-latest }
- { dotnet: "10.0", configuration: Release, os: ubuntu-latest }
runs-on: ${{ matrix.os }}
env:
+6 -2
View File
@@ -18,7 +18,7 @@ jobs:
strategy:
fail-fast: false
matrix:
python-version: ["3.10"]
python-version: ["3.10", "3.14"]
runs-on: ubuntu-latest
continue-on-error: true
defaults:
@@ -28,6 +28,8 @@ jobs:
UV_PYTHON: ${{ matrix.python-version }}
steps:
- uses: actions/checkout@v5
with:
fetch-depth: 0
- name: Set up python and install the project
id: python-setup
uses: ./.github/actions/python-setup
@@ -46,4 +48,6 @@ jobs:
with:
extra_args: --config python/.pre-commit-config.yaml --all-files
- name: Run Mypy
run: uv run poe mypy
env:
GITHUB_BASE_REF: ${{ github.event.pull_request.base.ref || github.base_ref || 'main' }}
run: uv run poe ci-mypy
+1 -1
View File
@@ -26,7 +26,7 @@ jobs:
steps:
- uses: actions/checkout@v5
- name: Set up uv
uses: astral-sh/setup-uv@v6
uses: astral-sh/setup-uv@v7
with:
version-file: "python/pyproject.toml"
enable-cache: true
+32 -5
View File
@@ -1,27 +1,54 @@
name: Python - Lab Tests
on:
workflow_dispatch:
pull_request:
branches: ["main", "feature*"]
paths:
- "python/packages/lab/**"
push:
branches: ["main"]
paths:
- "python/packages/lab/**"
merge_group:
branches: ["main"]
schedule:
- cron: "0 0 * * *" # Run at midnight UTC daily
env:
# Configure a constant location for the uv cache
UV_CACHE_DIR: /tmp/.uv-cache
jobs:
paths-filter:
runs-on: ubuntu-latest
permissions:
contents: read
pull-requests: read
outputs:
pythonChanges: ${{ steps.filter.outputs.python}}
steps:
- uses: actions/checkout@v5
- uses: dorny/paths-filter@v3
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-lab-tests:
name: Python Lab Tests
needs: paths-filter
if: needs.paths-filter.outputs.pythonChanges == 'true'
runs-on: ${{ matrix.os }}
strategy:
fail-fast: true
matrix:
python-version: ["3.10", "3.11", "3.12", "3.13"]
python-version: ["3.10", "3.11", "3.12", "3.13", "3.14"]
# TODO(ekzhu): re-enable macos-latest when this is fixed: https://github.com/actions/runner-images/issues/11881
os: [ubuntu-latest, windows-latest]
env:
+29 -12
View File
@@ -43,8 +43,8 @@ jobs:
- name: not python tests
if: steps.filter.outputs.python != 'true'
run: echo "NOT python file"
python-tests-main:
name: Python Tests - Main
python-tests-core:
name: Python Tests - Core
needs: paths-filter
if: github.event_name != 'pull_request' && needs.paths-filter.outputs.pythonChanges == 'true'
runs-on: ${{ matrix.os }}
@@ -60,7 +60,17 @@ jobs:
OPENAI_CHAT_MODEL_ID: ${{ vars.OPENAI__CHATMODELID }}
OPENAI_RESPONSES_MODEL_ID: ${{ vars.OPENAI__RESPONSESMODELID }}
OPENAI_API_KEY: ${{ secrets.OPENAI__APIKEY }}
ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
ANTHROPIC_CHAT_MODEL_ID: ${{ vars.ANTHROPIC_CHAT_MODEL_ID }}
AZURE_OPENAI_CHAT_DEPLOYMENT_NAME: ${{ vars.AZUREOPENAI__CHATDEPLOYMENTNAME }}
AZURE_OPENAI_RESPONSES_DEPLOYMENT_NAME: ${{ vars.AZUREOPENAI__RESPONSESDEPLOYMENTNAME }}
AZURE_OPENAI_ENDPOINT: ${{ vars.AZUREOPENAI__ENDPOINT }}
LOCAL_MCP_URL: ${{ vars.LOCAL_MCP__URL }}
# For Azure Functions integration tests
FUNCTIONS_WORKER_RUNTIME: "python"
DURABLE_TASK_SCHEDULER_CONNECTION_STRING: "Endpoint=http://localhost:8080;TaskHub=default;Authentication=None"
AzureWebJobsStorage: "UseDevelopmentStorage=true"
defaults:
run:
working-directory: python
@@ -75,14 +85,24 @@ jobs:
env:
# Configure a constant location for the uv cache
UV_CACHE_DIR: /tmp/.uv-cache
- 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: Set up Azure Functions Integration Test Emulators
uses: ./.github/actions/azure-functions-integration-setup
id: azure-functions-setup
- name: Test with pytest
timeout-minutes: 10
run: uv run poe all-tests -n logical --dist loadfile --dist worksteal --timeout 300 --retries 3 --retry-delay 10
working-directory: ./python
- name: Test main samples
- name: Test core samples
timeout-minutes: 10
if: env.RUN_SAMPLES_TESTS == 'true'
run: uv run pytest tests/samples/ -m "openai"
run: uv run pytest tests/samples/ -m "openai" -m "azure"
working-directory: ./python
- name: Surface failing tests
if: always()
@@ -95,7 +115,7 @@ jobs:
title: Test results
python-tests-azure-ai:
name: Python Tests - Azure
name: Python Tests - Azure AI
needs: paths-filter
if: github.event_name != 'pull_request' && needs.paths-filter.outputs.pythonChanges == 'true'
runs-on: ${{ matrix.os }}
@@ -110,9 +130,6 @@ jobs:
UV_PYTHON: ${{ matrix.python-version }}
AZURE_AI_PROJECT_ENDPOINT: ${{ secrets.AZUREAI__ENDPOINT }}
AZURE_AI_MODEL_DEPLOYMENT_NAME: ${{ vars.AZUREAI__DEPLOYMENTNAME }}
AZURE_OPENAI_CHAT_DEPLOYMENT_NAME: ${{ vars.AZUREOPENAI__CHATDEPLOYMENTNAME }}
AZURE_OPENAI_RESPONSES_DEPLOYMENT_NAME: ${{ vars.AZUREOPENAI__RESPONSESDEPLOYMENTNAME }}
AZURE_OPENAI_ENDPOINT: ${{ vars.AZUREOPENAI__ENDPOINT }}
LOCAL_MCP_URL: ${{ vars.LOCAL_MCP__URL }}
defaults:
run:
@@ -137,12 +154,12 @@ jobs:
subscription-id: ${{ secrets.AZURE_SUBSCRIPTION_ID }}
- name: Test with pytest
timeout-minutes: 10
run: uv run poe all-tests -n logical --dist loadfile --dist worksteal --timeout 300 --retries 3 --retry-delay 10
run: uv run poe azure-ai-tests -n logical --dist loadfile --dist worksteal --timeout 300 --retries 3 --retry-delay 10
working-directory: ./python
- name: Test azure samples
- name: Test Azure AI samples
timeout-minutes: 10
if: env.RUN_SAMPLES_TESTS == 'true'
run: uv run pytest tests/samples/ -m "azure-ai" -m "azure"
run: uv run pytest tests/samples/ -m "azure-ai"
working-directory: ./python
- name: Surface failing tests
if: always()
@@ -161,7 +178,7 @@ jobs:
runs-on: ubuntu-latest
needs:
[
python-tests-main,
python-tests-core,
python-tests-azure-ai
]
steps:
@@ -21,7 +21,7 @@ jobs:
steps:
- uses: actions/checkout@v5
- name: Download coverage report
uses: actions/download-artifact@v5
uses: actions/download-artifact@v6
with:
github-token: ${{ secrets.GH_ACTIONS_PR_WRITE }}
run-id: ${{ github.event.workflow_run.id }}
@@ -39,7 +39,7 @@ jobs:
echo "PR_NUMBER=$PR_NUMBER" >> $GITHUB_ENV
- name: Pytest coverage comment
id: coverageComment
uses: MishaKav/pytest-coverage-comment@v1.1.57
uses: MishaKav/pytest-coverage-comment@v1.1.59
with:
github-token: ${{ secrets.GH_ACTIONS_PR_WRITE }}
issue-number: ${{ env.PR_NUMBER }}
+1 -1
View File
@@ -38,7 +38,7 @@ jobs:
- name: Run all tests with coverage report
run: uv run poe all-tests-cov --cov-report=xml:python-coverage.xml -q --junitxml=pytest.xml
- name: Upload coverage report
uses: actions/upload-artifact@v4
uses: actions/upload-artifact@v5
with:
path: |
python/python-coverage.xml
+1 -1
View File
@@ -16,7 +16,7 @@ jobs:
strategy:
fail-fast: true
matrix:
python-version: ["3.10", "3.11", "3.12", "3.13"]
python-version: ["3.10", "3.11", "3.12", "3.13", "3.14"]
# todo: add macos-latest when problems are resolved
os: [ubuntu-latest, windows-latest]
env:
+23 -1
View File
@@ -203,4 +203,26 @@ agents.md
# AI
.claude/
WARP.md
WARP.md
**/memory-bank/
**/projectBrief.md
# Azurite storage emulator files
*/__azurite_db_blob__.json
*/__azurite_db_blob_extent__.json
*/__azurite_db_queue__.json
*/__azurite_db_queue_extent__.json
*/__azurite_db_table__.json
*/__blobstorage__/
*/__queuestorage__/
# Azure Functions local settings
local.settings.json
# Frontend
**/frontend/node_modules/
**/frontend/.vite/
**/frontend/dist/
# Database files
*.db
+22
View File
@@ -0,0 +1,22 @@
# Welcome to the Agent Framework Community
Below are some ways that you can get involved in the Agent Framework Community.
## Engage on GitHub
- [Discussions](https://github.com/microsoft/agent-framework/discussions): Ask questions, provide feedback and ideas to what you'd like to see from the Agent Framework.
- [Issues](https://github.com/microsoft/agent-framework/issues) - If you find a bug, unexpected behavior or have a feature request, please open an issue.
- [Pull Requests](https://github.com/microsoft/agent-framework/pulls) - We welcome contributions! Please see our [Contributing Guide](https://github.com/microsoft/agent-framework/blob/main/CONTRIBUTING.md)
We do our best to respond to each submission.
## Public Community Office Hours
We regularly have Community Office Hours that are open to the **public** to join.
Add Agent Framework events to your calendar. We are running two community calls to accommodate different time zones for Q&A Office Hours:
- **Americas & EMEA timezone:** Every Wednesday at 8:00 AM Pacific Time/17:00 CET. Adjusted for daylight savings. Join here: [AF-AG-SK-Americas-Europe-OfficeHours](https://aka.ms/sk-officehours).
- **Asia Pacific timezone:** The second Wednesday of every month at 4:00 PM Pacific Time Wednesday. In much of Asia this occurs on Thursday local time. Adjusted for daylight savings. Join here: [AF-AG-SK-APAC-OfficeHours](https://aka.ms/sk-apac-officehours).
If you are unable to make it live, all meetings will be recorded and posted online.
+1 -1
View File
@@ -42,7 +42,7 @@ Microsoft Agent Framework relies on existing LLMs. Using the framework retains c
**Framework-Specific Limitations**:
- **Platform Requirements**: Python 3.10+ required, specific .NET versions (.NET 8.0, 9.0, netstandard2.0, net472)
- **Platform Requirements**: Python 3.10+ required, specific .NET versions (.NET 8.0, 9.0, 10.0, netstandard2.0, net472)
- **API Dependencies**: Requires proper configuration of LLM provider keys and endpoints
- **Orchestration Features**: Advanced orchestration patterns like GroupChat, Sequential, and Concurrent orchestrations are "coming soon" for Python implementation
- **Privacy and Data Protection**: The framework allows for human participation in conversations between agents. It is important to ensure that user data and conversations are protected and that developers use appropriate measures to safeguard privacy.
+3
View File
@@ -0,0 +1,3 @@
# Declarative Agents
This folder contains sample agent definitions than be ran using the declarative agent support, for python see the [declarative agent python sample folder](../python/samples/getting_started/declarative/).
+25
View File
@@ -0,0 +1,25 @@
kind: Prompt
name: Assistant
description: Helpful assistant
instructions: You are a helpful assistant. You answer questions is the language specified by the user. You return your answers in a JSON format. You must include Chat as the type in your response.
model:
id: =Env.AZURE_OPENAI_DEPLOYMENT_NAME
provider: AzureOpenAI
apiType: Chat
options:
temperature: 0.9
topP: 0.95
outputSchema:
properties:
language:
kind: string
required: true
description: The language of the answer.
answer:
kind: string
required: true
description: The answer text.
type:
kind: string
required: true
description: The type of the response.
@@ -0,0 +1,25 @@
kind: Prompt
name: Assistant
description: Helpful assistant
instructions: You are a helpful assistant. You answer questions is the language specified by the user. You return your answers in a JSON format. You must include Assistants as the type in your response.
model:
id: =Env.AZURE_OPENAI_DEPLOYMENT_NAME
provider: AzureOpenAI
apiType: Assistants
options:
temperature: 0.9
topP: 0.95
outputSchema:
properties:
language:
kind: string
required: true
description: The language of the answer.
answer:
kind: string
required: true
description: The answer text.
type:
kind: string
required: true
description: The type of the response.
@@ -0,0 +1,28 @@
kind: Prompt
name: Assistant
description: Helpful assistant
instructions: You are a helpful assistant. You answer questions is the language specified by the user. You return your answers in a JSON format. You must include Responses as the type in your response.
model:
id: =Env.AZURE_OPENAI_DEPLOYMENT_NAME
provider: AzureOpenAI
apiType: Responses
options:
text:
verbosity: medium
connection:
kind: remote
endpoint: =Env.AZURE_OPENAI_ENDPOINT
outputSchema:
properties:
language:
kind: string
required: true
description: The language of the answer.
answer:
kind: string
required: true
description: The answer text.
type:
kind: string
required: true
description: The type of the response.
+18
View File
@@ -0,0 +1,18 @@
kind: Prompt
name: Assistant
description: Helpful assistant
instructions: You are a helpful assistant. You answer questions is the language specified by the user. You return your answers in a JSON format.
model:
options:
temperature: 0.9
topP: 0.95
outputSchema:
properties:
language:
kind: string
required: true
description: The language of the answer.
answer:
kind: string
required: true
description: The answer text.
+27
View File
@@ -0,0 +1,27 @@
kind: Prompt
name: Assistant
description: Helpful assistant
instructions: You are a helpful assistant. You answer questions using the tools provided.
model:
options:
allowMultipleToolCalls: true
chatToolMode: auto
tools:
- kind: function
name: GetWeather
description: Get the weather for a given location.
bindings:
get_weather: get_weather
parameters:
properties:
location:
kind: string
description: The city and state, e.g. San Francisco, CA
required: true
unit:
kind: string
description: The unit of temperature. Possible values are 'celsius' and 'fahrenheit'.
required: false
enum:
- celsius
- fahrenheit
@@ -0,0 +1,21 @@
kind: Prompt
name: MicrosoftLearnAgent
description: Microsoft Learn Agent
instructions: You answer questions by searching the Microsoft Learn content only.
model:
id: =Env.AZURE_FOUNDRY_PROJECT_MODEL_ID
options:
temperature: 0.9
topP: 0.95
connection:
kind: remote
endpoint: =Env.AZURE_FOUNDRY_PROJECT_ENDPOINT
tools:
- kind: mcp
name: microsoft_learn
description: Get information from Microsoft Learn.
url: https://learn.microsoft.com/api/mcp
approvalMode:
kind: never
allowedTools:
- microsoft_docs_search
@@ -0,0 +1,22 @@
kind: Prompt
name: Assistant
description: Helpful assistant
instructions: You are a helpful assistant. You answer questions is the language specified by the user. You return your answers in a JSON format.
model:
id: =Env.AZURE_FOUNDRY_PROJECT_MODEL_ID
options:
temperature: 0.9
topP: 0.95
connection:
kind: remote
endpoint: =Env.AZURE_FOUNDRY_PROJECT_ENDPOINT
outputSchema:
properties:
language:
kind: string
required: true
description: The language of the answer.
answer:
kind: string
required: true
description: The answer text.
+28
View File
@@ -0,0 +1,28 @@
kind: Prompt
name: Assistant
description: Helpful assistant
instructions: You are a helpful assistant. You answer questions is the language specified by the user. You return your answers in a JSON format. You must include Chat as the type in your response.
model:
id: =Env.OPENAI_MODEL
provider: OpenAI
apiType: Chat
options:
temperature: 0.9
topP: 0.95
connection:
kind: key
key: =Env.OPENAI_API_KEY
outputSchema:
properties:
language:
kind: string
required: true
description: The language of the answer.
answer:
kind: string
required: true
description: The answer text.
type:
kind: string
required: true
description: The type of the response.
@@ -0,0 +1,30 @@
kind: Prompt
name: Assistant
description: Helpful assistant
instructions: You are a helpful assistant. You answer questions is the language specified by the user. You return your answers in a JSON format. You must include Assistants as the type in your response.
model:
id: =Env.OPENAI_MODEL
provider: OpenAI
apiType: Assistants
options:
temperature: 0.9
topP: 0.95
connection:
kind: key
key: =Env.OPENAI_APIKEY
outputSchema:
name: AssistantResponse
description: The response from the assistant.
properties:
language:
kind: string
required: true
description: The language of the answer.
answer:
kind: string
required: true
description: The answer text.
type:
kind: string
required: true
description: The type of the response.
+28
View File
@@ -0,0 +1,28 @@
kind: Prompt
name: Assistant
description: Helpful assistant
instructions: You are a helpful assistant. You answer questions is the language specified by the user. You return your answers in a JSON format. You must include Responses as the type in your response.
model:
id: =Env.OPENAI_MODEL
provider: OpenAI
apiType: Responses
options:
text:
verbosity: medium
connection:
kind: key
key: =Env.OPENAI_APIKEY
outputSchema:
properties:
language:
kind: string
required: true
description: The language of the answer.
answer:
kind: string
required: true
description: The answer text.
type:
kind: string
required: true
description: The type of the response.
+6 -6
View File
@@ -23,23 +23,23 @@ To download nightly builds follow the following steps:
<configuration>
<packageSources>
<add key="nuget.org" value="https://api.nuget.org/v3/index.json" protocolVersion="3" />
<add key="github" value="https://nuget.pkg.github.com/microsoft/index.json" />
<add key="GitHubMicrosoft" value="https://nuget.pkg.github.com/microsoft/index.json" />
</packageSources>
<packageSourceMapping>
<packageSource key="nuget.org">
<package pattern="*" />
</packageSource>
<packageSource key="github">
<packageSource key="GitHubMicrosoft">
<package pattern="*nightly"/>
</packageSource>
</packageSourceMapping>
<packageSourceCredentials>
<github>
<add key="Username" value="<Your GitHub Id>" />
<add key="ClearTextPassword" value="<Your Personal Access Token>" />
</github>
<GitHubMicrosoft>
<add key="Username" value="<Your GitHub Id>" />
<add key="ClearTextPassword" value="<Your Personal Access Token>" />
</GitHubMicrosoft>
</packageSourceCredentials>
</configuration>
```
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@@ -22,7 +22,6 @@ This document aims to provide options and capture the decision on how to model t
See various features that would need to be supported via this type of mechanism, plus how various other frameworks support this:
- Also see [dotnet issue 6492](https://github.com/dotnet/extensions/issues/6492), which discusses the need for a similar pattern in the context of MCP approvals.
- Also see [the openai RunToolApprovalItem](https://openai.github.io/openai-agents-js/openai/agents/classes/runtoolapprovalitem/).
- Also see [the openai human-in-the-loop guide](https://openai.github.io/openai-agents-js/guides/human-in-the-loop/#approval-requests).
- Also see [the openai MCP guide](https://openai.github.io/openai-agents-js/guides/mcp/#optional-approval-flow).
- Also see [MCP Approval Requests from OpenAI](https://platform.openai.com/docs/guides/tools-remote-mcp#approvals).
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+95
View File
@@ -0,0 +1,95 @@
---
status: accepted
contact: javiercn
date: 2025-10-29
deciders: javiercn, DeagleGross, moonbox3, markwallace-microsoft
consulted: Agent Framework team
informed: .NET community
---
# AG-UI Protocol Support for .NET Agent Framework
## Context and Problem Statement
The .NET Agent Framework needed a standardized way to enable communication between AI agents and user-facing applications with support for streaming, real-time updates, and bidirectional communication. Without AG-UI protocol support, .NET agents could not interoperate with the growing ecosystem of AG-UI-compatible frontends and agent frameworks (LangGraph, CrewAI, Pydantic AI, etc.), limiting the framework's adoption and utility.
The AG-UI (Agent-User Interaction) protocol is an open, lightweight, event-based protocol that addresses key challenges in agentic applications including streaming support for long-running agents, event-driven architecture for nondeterministic behavior, and protocol interoperability that complements MCP (tool/context) and A2A (agent-to-agent) protocols.
## Decision Drivers
- Need for streaming communication between agents and client applications
- Requirement for protocol interoperability with other AI frameworks
- Support for long-running, multi-turn conversation sessions
- Real-time UI updates for nondeterministic agent behavior
- Standardized approach to agent-to-UI communication
- Framework abstraction to protect consumers from protocol changes
## Considered Options
1. **Implement AG-UI event types as public API surface** - Expose AG-UI event models directly to consumers
2. **Use custom AIContent types for lifecycle events** - Create new content types (RunStartedContent, RunFinishedContent, RunErrorContent)
3. **Current approach** - Internal event types with framework-native abstractions
## Decision Outcome
Chosen option: "Current approach with internal event types and framework-native abstractions", because it:
- Protects consumers from protocol changes by keeping AG-UI events internal
- Maintains framework abstractions through conversion at boundaries
- Uses existing framework types (AgentRunResponseUpdate, ChatMessage) for public API
- Focuses on core text streaming functionality
- Leverages existing properties (ConversationId, ResponseId, ErrorContent) instead of custom types
- Provides bidirectional client and server support
### Implementation Details
**In Scope:**
1. **Client-side AG-UI consumption** (`Microsoft.Agents.AI.AGUI` package)
- `AGUIAgent` class for connecting to remote AG-UI servers
- `AGUIAgentThread` for managing conversation threads
- HTTP/SSE streaming support
- Event-to-framework type conversion
2. **Server-side AG-UI hosting** (`Microsoft.Agents.AI.Hosting.AGUI.AspNetCore` package)
- `MapAGUIAgent` extension method for ASP.NET Core
- Server-Sent Events (SSE) response formatting
- Framework-to-event type conversion
- Agent factory pattern for per-request instantiation
3. **Text streaming events**
- Lifecycle events: `RunStarted`, `RunFinished`, `RunError`
- Text message events: `TextMessageStart`, `TextMessageContent`, `TextMessageEnd`
- Thread and run ID management via `ConversationId` and `ResponseId`
### Key Design Decisions
1. **Event Models as Internal Types** - AG-UI event types are internal with conversion via extension methods; public API uses the existing types in Microsoft.Extensions.AI as those are the abstractions people are familiar with
2. **No Custom Content Types** - Run lifecycle communicated through existing `ChatResponseUpdate` properties (`ConversationId`, `ResponseId`) and standard `ErrorContent` type
3. **Agent Factory Pattern** - `MapAGUIAgent` uses factory function `(messages) => AIAgent` to allow request-specific agent configuration supporting multi-tenancy
4. **Bidirectional Conversion Architecture** - Symmetric conversion logic in shared namespace compiled into both packages for server (`AgentRunResponseUpdate` → AG-UI events) and client (AG-UI events → `AgentRunResponseUpdate`)
5. **Thread Management** - `AGUIAgentThread` stores only `ThreadId` with thread ID communicated via `ConversationId`; applications manage persistence for parity with other implementations and to be compliant with the protocol. Future extensions will support having the server manage the conversation.
6. **Custom JSON Converter** - Uses custom polymorphic deserialization via `BaseEventJsonConverter` instead of built-in System.Text.Json support to handle AG-UI protocol's flexible discriminator positioning
### Consequences
**Positive:**
- .NET developers can consume AG-UI servers from any framework
- .NET agents accessible from any AG-UI-compatible client
- Standardized streaming communication patterns
- Protected from protocol changes through internal implementation
- Symmetric conversion logic between client and server
- Framework-native public API surface
**Negative:**
- Custom JSON converter required (internal implementation detail)
- Shared code uses preprocessor directives (`#if ASPNETCORE`)
- Additional abstraction layer between protocol and public API
**Neutral:**
- Initial implementation focused on text streaming
- Applications responsible for thread persistence
+1 -1
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@@ -175,7 +175,7 @@ Sub-packages are comprised of two parts, the code itself and the dependencies, t
- Subpackage naming should also follow this, so in principle a package name is `<vendor/folder>-<feature/brand>`, so `google-gemini`, `azure-purview`, `microsoft-copilotstudio`, etc. For smaller vendors, where it's less likely to have a multitude of connectors, we can skip the feature/brand part, so `mem0`, `redis`, etc.
- For Microsoft services we will have two vendor folders, `azure` and `microsoft`, where `azure` contains all Azure services, while `microsoft` contains other Microsoft services, such as Copilot Studio Agents.
This setup was discussed at length and the decision is captured in [ADR-0007](../decisions/0007-python-subpackages.md).
This setup was discussed at length and the decision is captured in [ADR-0008](../decisions/0008-python-subpackages.md).
#### Evolving the package structure
For each of the advanced components, we have two reason why we may split them into a folder, with an `__init__.py` and optionally a `_files.py`:
+4 -6
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@@ -6,14 +6,12 @@
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<NoWarn>$(NoWarn);NU5128</NoWarn>
<NoWarn>$(NoWarn);NU5128;CS8002</NoWarn>
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<ProjectsDebugTargetFrameworks>net9.0;net472</ProjectsDebugTargetFrameworks>
<TargetFrameworksCore>net10.0;net9.0;net8.0</TargetFrameworksCore>
<TargetFrameworks>$(TargetFrameworksCore);netstandard2.0;net472</TargetFrameworks>
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<Configurations>Debug;Release;Publish</Configurations>
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+1 -1
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@@ -5,7 +5,7 @@
<Sdk Name="Microsoft.Build.CentralPackageVersions" Version="2.1.3" />
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<Message Text="Running dotnet format" Importance="high" />
<Exec Command="dotnet format --no-restore -v diag $(ProjectFileName)" />
</Target>
+96 -67
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@@ -7,96 +7,125 @@
</PropertyGroup>
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@@ -106,7 +135,7 @@
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@@ -126,7 +155,7 @@
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+129 -9
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@@ -18,17 +18,36 @@
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<File Path="samples/AzureFunctions/README.md" />
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<Project Path="samples/AzureFunctions/02_AgentOrchestration_Chaining/02_AgentOrchestration_Chaining.csproj" />
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<Project Path="samples/AzureFunctions/04_AgentOrchestration_Conditionals/04_AgentOrchestration_Conditionals.csproj" />
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@@ -53,20 +72,70 @@
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</Folder>
<Folder Name="/Samples/GettingStarted/AgentWithRAG/">
<File Path="samples/GettingStarted/AgentWithRAG/README.md" />
<Project Path="samples/GettingStarted/AgentWithRAG/AgentWithRAG_Step01_BasicTextRAG/AgentWithRAG_Step01_BasicTextRAG.csproj" />
<Project Path="samples/GettingStarted/AgentWithRAG/AgentWithRAG_Step02_CustomVectorStoreRAG/AgentWithRAG_Step02_CustomVectorStoreRAG.csproj" />
<Project Path="samples/GettingStarted/AgentWithRAG/AgentWithRAG_Step03_CustomRAGDataSource/AgentWithRAG_Step03_CustomRAGDataSource.csproj" />
<Project Path="samples/GettingStarted/AgentWithRAG/AgentWithRAG_Step04_FoundryServiceRAG/AgentWithRAG_Step04_FoundryServiceRAG.csproj" />
</Folder>
<Folder Name="/Samples/GettingStarted/FoundryAgents/">
<File Path="samples/GettingStarted/FoundryAgents/README.md" />
<Project Path="samples/GettingStarted/FoundryAgents/FoundryAgents_Step01.1_Basics/FoundryAgents_Step01.1_Basics.csproj" />
<Project Path="samples/GettingStarted/FoundryAgents/FoundryAgents_Step01.2_Running/FoundryAgents_Step01.2_Running.csproj" />
<Project Path="samples/GettingStarted/FoundryAgents/FoundryAgents_Step02_MultiturnConversation/FoundryAgents_Step02_MultiturnConversation.csproj" />
<Project Path="samples/GettingStarted/FoundryAgents/FoundryAgents_Step03_UsingFunctionTools/FoundryAgents_Step03_UsingFunctionTools.csproj" />
<Project Path="samples/GettingStarted/FoundryAgents/FoundryAgents_Step04_UsingFunctionToolsWithApprovals/FoundryAgents_Step04_UsingFunctionToolsWithApprovals.csproj" />
<Project Path="samples/GettingStarted/FoundryAgents/FoundryAgents_Step05_StructuredOutput/FoundryAgents_Step05_StructuredOutput.csproj" />
<Project Path="samples/GettingStarted/FoundryAgents/FoundryAgents_Step06_PersistedConversations/FoundryAgents_Step06_PersistedConversations.csproj" />
<Project Path="samples/GettingStarted/FoundryAgents/FoundryAgents_Step07_Observability/FoundryAgents_Step07_Observability.csproj" />
<Project Path="samples/GettingStarted/FoundryAgents/FoundryAgents_Step08_DependencyInjection/FoundryAgents_Step08_DependencyInjection.csproj" />
<Project Path="samples/GettingStarted/FoundryAgents/FoundryAgents_Step09_UsingMcpClientAsTools/FoundryAgents_Step09_UsingMcpClientAsTools.csproj" />
<Project Path="samples/GettingStarted/FoundryAgents/FoundryAgents_Step10_UsingImages/FoundryAgents_Step10_UsingImages.csproj" />
<Project Path="samples/GettingStarted/FoundryAgents/FoundryAgents_Step11_AsFunctionTool/FoundryAgents_Step11_AsFunctionTool.csproj" />
<Project Path="samples/GettingStarted/FoundryAgents/FoundryAgents_Step12_Middleware/FoundryAgents_Step12_Middleware.csproj" />
<Project Path="samples/GettingStarted/FoundryAgents/FoundryAgents_Step13_Plugins/FoundryAgents_Step13_Plugins.csproj" />
<Project Path="samples/GettingStarted/FoundryAgents/FoundryAgents_Step14_CodeInterpreter/FoundryAgents_Step14_CodeInterpreter.csproj" />
<Project Path="samples/GettingStarted/FoundryAgents/FoundryAgents_Step15_ComputerUse/FoundryAgents_Step15_ComputerUse.csproj" />
</Folder>
<Folder Name="/Samples/GettingStarted/ModelContextProtocol/">
<File Path="samples/GettingStarted/ModelContextProtocol/README.md" />
<Project Path="samples/GettingStarted/ModelContextProtocol/Agent_MCP_Server/Agent_MCP_Server.csproj" />
<Project Path="samples/GettingStarted/ModelContextProtocol/Agent_MCP_Server_Auth/Agent_MCP_Server_Auth.csproj" />
<Project Path="samples/GettingStarted/ModelContextProtocol/FoundryAgent_Hosted_MCP/FoundryAgent_Hosted_MCP.csproj" />
<Project Path="samples/GettingStarted/ModelContextProtocol/ResponseAgent_Hosted_MCP/ResponseAgent_Hosted_MCP.csproj" />
</Folder>
<Folder Name="/Samples/GettingStarted/Observability/">
<Project Path="samples/GettingStarted/AgentOpenTelemetry/AgentOpenTelemetry.csproj" />
@@ -85,13 +154,22 @@
</Folder>
<Folder Name="/Samples/GettingStarted/Workflows/Declarative/">
<File Path="samples/GettingStarted/Workflows/Declarative/README.md" />
<Project Path="samples/GettingStarted/Workflows/Declarative/ConfirmInput/ConfirmInput.csproj" />
<Project Path="samples/GettingStarted/Workflows/Declarative/CustomerSupport/CustomerSupport.csproj" />
<Project Path="samples/GettingStarted/Workflows/Declarative/DeepResearch/DeepResearch.csproj" />
<Project Path="samples/GettingStarted/Workflows/Declarative/ExecuteCode/ExecuteCode.csproj" />
<Project Path="samples/GettingStarted/Workflows/Declarative/ExecuteWorkflow/ExecuteWorkflow.csproj" />
<Project Path="samples/GettingStarted/Workflows/Declarative/FunctionTools/FunctionTools.csproj" />
<Project Path="samples/GettingStarted/Workflows/Declarative/GenerateCode/GenerateCode.csproj" />
<Project Path="samples/GettingStarted/Workflows/Declarative/HostedWorkflow/HostedWorkflow.csproj" />
<Project Path="samples/GettingStarted/Workflows/Declarative/InputArguments/InputArguments.csproj" />
<Project Path="samples/GettingStarted/Workflows/Declarative/Marketing/Marketing.csproj" />
<Project Path="samples/GettingStarted/Workflows/Declarative/StudentTeacher/StudentTeacher.csproj" />
<Project Path="samples/GettingStarted/Workflows/Declarative/ToolApproval/ToolApproval.csproj" />
</Folder>
<Folder Name="/Samples/GettingStarted/Workflows/Declarative/Examples/">
<File Path="../workflow-samples/ConfirmInput.yaml" />
<File Path="../workflow-samples/DeepResearch.yaml" />
<File Path="../workflow-samples/HumanInLoop.yaml" />
<File Path="../workflow-samples/Marketing.yaml" />
<File Path="../workflow-samples/MathChat.yaml" />
<File Path="../workflow-samples/README.md" />
@@ -119,9 +197,10 @@
<Folder Name="/Samples/GettingStarted/Workflows/Observability/">
<Project Path="samples/GettingStarted/Workflows/Observability/ApplicationInsights/ApplicationInsights.csproj" />
<Project Path="samples/GettingStarted/Workflows/Observability/AspireDashboard/AspireDashboard.csproj" />
<Project Path="samples/GettingStarted/Workflows/Observability/WorkflowAsAnAgent/WorkflowAsAnAgentObservability.csproj" />
</Folder>
<Folder Name="/Samples/GettingStarted/Workflows/Visualization/">
<Project Path="samples/GettingStarted/Workflows/Visualization/Visualization.csproj" Id="99bf0bc6-2440-428e-b3e7-d880e4b7a5fd" />
<Project Path="samples/GettingStarted/Workflows/Visualization/Visualization.csproj" />
</Folder>
<Folder Name="/Samples/GettingStarted/Workflows/_Foundational/">
<Project Path="samples/GettingStarted/Workflows/_Foundational/01_ExecutorsAndEdges/01_ExecutorsAndEdges.csproj" />
@@ -130,9 +209,16 @@
<Project Path="samples/GettingStarted/Workflows/_Foundational/04_AgentWorkflowPatterns/04_AgentWorkflowPatterns.csproj" />
<Project Path="samples/GettingStarted/Workflows/_Foundational/05_MultiModelService/05_MultiModelService.csproj" />
<Project Path="samples/GettingStarted/Workflows/_Foundational/06_SubWorkflows/06_SubWorkflows.csproj" />
<Project Path="samples/GettingStarted/Workflows/_Foundational/07_MixedWorkflowAgentsAndExecutors/07_MixedWorkflowAgentsAndExecutors.csproj" />
<Project Path="samples/GettingStarted/Workflows/_Foundational/08_WriterCriticWorkflow/08_WriterCriticWorkflow.csproj" />
</Folder>
<Folder Name="/Samples/SemanticKernelMigration/">
<File Path="samples/SemanticKernelMigration/README.md" />
<Folder Name="/Samples/HostedAgents/">
<Project Path="samples/HostedAgents/AgentsInWorkflows/AgentsInWorkflows.csproj" />
<Project Path="samples/HostedAgents/AgentWithHostedMCP/AgentWithHostedMCP.csproj" />
<Project Path="samples/HostedAgents/AgentWithTextSearchRag/AgentWithTextSearchRag.csproj" />
</Folder>
<Folder Name="/Samples/M365Agent/">
<Project Path="samples/M365Agent/M365Agent.csproj" />
</Folder>
<Folder Name="/Solution Items/">
<File Path=".editorconfig" />
@@ -160,8 +246,14 @@
<Folder Name="/Solution Items/docs/" />
<Folder Name="/Solution Items/docs/decisions/">
<File Path="../docs/decisions/0001-agent-run-response.md" />
<File Path="../docs/decisions/0001-agent-tools.md" />
<File Path="../docs/decisions/0002-agent-opentelemetry-instrumentation.md" />
<File Path="../docs/decisions/0002-agent-tools.md" />
<File Path="../docs/decisions/0003-agent-opentelemetry-instrumentation.md" />
<File Path="../docs/decisions/0004-foundry-sdk-extensions.md" />
<File Path="../docs/decisions/0005-python-naming-conventions.md" />
<File Path="../docs/decisions/0006-userapproval.md" />
<File Path="../docs/decisions/0007-agent-filtering-middleware.md" />
<File Path="../docs/decisions/0008-python-subpackages.md" />
<File Path="../docs/decisions/0009-support-long-running-operations.md" />
<File Path="../docs/decisions/adr-short-template.md" />
<File Path="../docs/decisions/adr-template.md" />
<File Path="../docs/decisions/README.md" />
@@ -227,7 +319,9 @@
<File Path="src/Shared/Demos/SampleEnvironment.cs" />
</Folder>
<Folder Name="/Solution Items/src/Shared/IntegrationTests/">
<File Path="src/Shared/IntegrationTests/AnthropicConfiguration.cs" />
<File Path="src/Shared/IntegrationTests/AzureAIConfiguration.cs" />
<File Path="src/Shared/IntegrationTests/Mem0Configuration.cs" />
<File Path="src/Shared/IntegrationTests/OpenAIConfiguration.cs" />
<File Path="src/Shared/IntegrationTests/README.md" />
</Folder>
@@ -249,13 +343,23 @@
<Folder Name="/src/">
<Project Path="src/Microsoft.Agents.AI.A2A/Microsoft.Agents.AI.A2A.csproj" />
<Project Path="src/Microsoft.Agents.AI.Abstractions/Microsoft.Agents.AI.Abstractions.csproj" />
<Project Path="src/Microsoft.Agents.AI.AGUI/Microsoft.Agents.AI.AGUI.csproj" />
<Project Path="src/Microsoft.Agents.AI.Anthropic/Microsoft.Agents.AI.Anthropic.csproj" />
<Project Path="src/Microsoft.Agents.AI.AzureAI.Persistent/Microsoft.Agents.AI.AzureAI.Persistent.csproj" />
<Project Path="src/Microsoft.Agents.AI.AzureAI/Microsoft.Agents.AI.AzureAI.csproj" />
<Project Path="src/Microsoft.Agents.AI.CopilotStudio/Microsoft.Agents.AI.CopilotStudio.csproj" />
<Project Path="src/Microsoft.Agents.AI.DevUI/Microsoft.Agents.AI.DevUI.csproj" />
<Project Path="src/Microsoft.Agents.AI.DurableTask/Microsoft.Agents.AI.DurableTask.csproj" />
<Project Path="src/Microsoft.Agents.AI.Hosting.A2A.AspNetCore/Microsoft.Agents.AI.Hosting.A2A.AspNetCore.csproj" />
<Project Path="src/Microsoft.Agents.AI.Hosting.A2A/Microsoft.Agents.AI.Hosting.A2A.csproj" />
<Project Path="src/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.csproj" />
<Project Path="src/Microsoft.Agents.AI.Hosting.AzureFunctions/Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
<Project Path="src/Microsoft.Agents.AI.Hosting.OpenAI/Microsoft.Agents.AI.Hosting.OpenAI.csproj" />
<Project Path="src/Microsoft.Agents.AI.Hosting/Microsoft.Agents.AI.Hosting.csproj" />
<Project Path="src/Microsoft.Agents.AI.Mem0/Microsoft.Agents.AI.Mem0.csproj" />
<Project Path="src/Microsoft.Agents.AI.OpenAI/Microsoft.Agents.AI.OpenAI.csproj" />
<Project Path="src/Microsoft.Agents.AI.Purview/Microsoft.Agents.AI.Purview.csproj" />
<Project Path="src/Microsoft.Agents.AI.Workflows.Declarative.AzureAI/Microsoft.Agents.AI.Workflows.Declarative.AzureAI.csproj" />
<Project Path="src/Microsoft.Agents.AI.Workflows.Declarative/Microsoft.Agents.AI.Workflows.Declarative.csproj" />
<Project Path="src/Microsoft.Agents.AI.Workflows/Microsoft.Agents.AI.Workflows.csproj" />
<Project Path="src/Microsoft.Agents.AI/Microsoft.Agents.AI.csproj" />
@@ -263,8 +367,14 @@
<Folder Name="/Tests/" />
<Folder Name="/Tests/IntegrationTests/">
<Project Path="tests/AgentConformance.IntegrationTests/AgentConformance.IntegrationTests.csproj" />
<Project Path="tests/AnthropicChatCompletion.IntegrationTests/AnthropicChatCompletion.IntegrationTests.csproj" />
<Project Path="tests/AzureAI.IntegrationTests/AzureAI.IntegrationTests.csproj" />
<Project Path="tests/AzureAIAgentsPersistent.IntegrationTests/AzureAIAgentsPersistent.IntegrationTests.csproj" />
<Project Path="tests/CopilotStudio.IntegrationTests/CopilotStudio.IntegrationTests.csproj" />
<Project Path="tests/Microsoft.Agents.AI.DurableTask.IntegrationTests/Microsoft.Agents.AI.DurableTask.IntegrationTests.csproj" />
<Project Path="tests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.IntegrationTests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.IntegrationTests.csproj" />
<Project Path="tests/Microsoft.Agents.AI.Hosting.AzureFunctions.IntegrationTests/Microsoft.Agents.AI.Hosting.AzureFunctions.IntegrationTests.csproj" />
<Project Path="tests/Microsoft.Agents.AI.Mem0.IntegrationTests/Microsoft.Agents.AI.Mem0.IntegrationTests.csproj" />
<Project Path="tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests.csproj" />
<Project Path="tests/OpenAIAssistant.IntegrationTests/OpenAIAssistant.IntegrationTests.csproj" />
<Project Path="tests/OpenAIChatCompletion.IntegrationTests/OpenAIChatCompletion.IntegrationTests.csproj" />
@@ -273,10 +383,20 @@
<Folder Name="/Tests/UnitTests/">
<Project Path="tests/Microsoft.Agents.AI.A2A.UnitTests/Microsoft.Agents.AI.A2A.UnitTests.csproj" />
<Project Path="tests/Microsoft.Agents.AI.Abstractions.UnitTests/Microsoft.Agents.AI.Abstractions.UnitTests.csproj" />
<Project Path="tests/Microsoft.Agents.AI.AGUI.UnitTests/Microsoft.Agents.AI.AGUI.UnitTests.csproj" />
<Project Path="tests/Microsoft.Agents.AI.Anthropic.UnitTests/Microsoft.Agents.AI.Anthropic.UnitTests.csproj" />
<Project Path="tests/Microsoft.Agents.AI.AzureAI.Persistent.UnitTests/Microsoft.Agents.AI.AzureAI.Persistent.UnitTests.csproj" />
<Project Path="tests/Microsoft.Agents.AI.AzureAI.UnitTests/Microsoft.Agents.AI.AzureAI.UnitTests.csproj" />
<Project Path="tests/Microsoft.Agents.AI.Hosting.A2A.Tests/Microsoft.Agents.AI.Hosting.A2A.Tests.csproj" Id="2a1c544d-237d-4436-8732-ba0c447ac06b" />
<Project Path="tests/Microsoft.Agents.AI.DevUI.UnitTests/Microsoft.Agents.AI.DevUI.UnitTests.csproj" />
<Project Path="tests/Microsoft.Agents.AI.DurableTask.UnitTests/Microsoft.Agents.AI.DurableTask.UnitTests.csproj" />
<Project Path="tests/Microsoft.Agents.AI.Hosting.A2A.UnitTests/Microsoft.Agents.AI.Hosting.A2A.UnitTests.csproj" />
<Project Path="tests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.UnitTests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.UnitTests.csproj" />
<Project Path="tests/Microsoft.Agents.AI.Hosting.AzureFunctions.UnitTests/Microsoft.Agents.AI.Hosting.AzureFunctions.UnitTests.csproj" />
<Project Path="tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests.csproj" />
<Project Path="tests/Microsoft.Agents.AI.Hosting.UnitTests/Microsoft.Agents.AI.Hosting.UnitTests.csproj" />
<Project Path="tests/Microsoft.Agents.AI.Mem0.UnitTests/Microsoft.Agents.AI.Mem0.UnitTests.csproj" />
<Project Path="tests/Microsoft.Agents.AI.OpenAI.UnitTests/Microsoft.Agents.AI.OpenAI.UnitTests.csproj" />
<Project Path="tests/Microsoft.Agents.AI.Purview.UnitTests/Microsoft.Agents.AI.Purview.UnitTests.csproj" />
<Project Path="tests/Microsoft.Agents.AI.UnitTests/Microsoft.Agents.AI.UnitTests.csproj" />
<Project Path="tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests.csproj" />
<Project Path="tests/Microsoft.Agents.AI.Workflows.UnitTests/Microsoft.Agents.AI.Workflows.UnitTests.csproj" />
+9
View File
@@ -11,4 +11,13 @@
<ItemGroup Condition="'$(InjectSharedBuildTestCode)' == 'true'">
<Compile Include="$(MSBuildThisFileDirectory)\..\..\src\Shared\CodeTests\*.cs" LinkBase="Shared\CodeTests" />
</ItemGroup>
<ItemGroup Condition="'$(InjectSharedWorkflowsExecution)' == 'true'">
<Compile Include="$(MSBuildThisFileDirectory)\..\..\src\Shared\Workflows\Execution\*.cs" LinkBase="Shared\Workflows" />
</ItemGroup>
<ItemGroup Condition="'$(InjectSharedWorkflowsSettings)' == 'true'">
<Compile Include="$(MSBuildThisFileDirectory)\..\..\src\Shared\Workflows\Settings\*.cs" LinkBase="Shared\Workflows" />
</ItemGroup>
<ItemGroup Condition="'$(InjectSharedFoundryAgents)' == 'true'">
<Compile Include="$(MSBuildThisFileDirectory)\..\..\src\Shared\Foundry\Agents\*.cs" LinkBase="Shared\Foundry" />
</ItemGroup>
</Project>
+2 -2
View File
@@ -1,7 +1,7 @@
{
"sdk": {
"version": "9.0.300",
"rollForward": "latestMajor",
"version": "10.0.100",
"rollForward": "minor",
"allowPrerelease": false
}
}
+3 -3
View File
@@ -2,9 +2,9 @@
<PropertyGroup>
<!-- Central version prefix - applies to all nuget packages. -->
<VersionPrefix>1.0.0</VersionPrefix>
<PackageVersion Condition="'$(VersionSuffix)' != ''">$(VersionPrefix)-$(VersionSuffix).251016.1</PackageVersion>
<PackageVersion Condition="'$(VersionSuffix)' == ''">$(VersionPrefix)-preview.251016.1</PackageVersion>
<GitTag>1.0.0-preview.251016.1</GitTag>
<PackageVersion Condition="'$(VersionSuffix)' != ''">$(VersionPrefix)-$(VersionSuffix).251125.1</PackageVersion>
<PackageVersion Condition="'$(VersionSuffix)' == ''">$(VersionPrefix)-preview.251125.1</PackageVersion>
<GitTag>1.0.0-preview.251125.1</GitTag>
<Configurations>Debug;Release;Publish</Configurations>
<IsPackable>true</IsPackable>
@@ -2,7 +2,7 @@
<PropertyGroup>
<OutputType>Exe</OutputType>
<TargetFramework>net9.0</TargetFramework>
<TargetFrameworks>net10.0</TargetFrameworks>
<ImplicitUsings>enable</ImplicitUsings>
<Nullable>enable</Nullable>
<UserSecretsId>5ee045b0-aea3-4f08-8d31-32d1a6f8fed0</UserSecretsId>
@@ -12,8 +12,11 @@
<PackageReference Include="A2A" />
<PackageReference Include="System.CommandLine" />
<PackageReference Include="Microsoft.Extensions.Hosting" />
<PackageReference Include="Microsoft.Bcl.AsyncInterfaces" VersionOverride="10.0.0-rc.2.25502.107" />
<PackageReference Include="System.Net.ServerSentEvents" VersionOverride="10.0.0-rc.2.25502.107" />
</ItemGroup>
<ItemGroup Condition="!$([MSBuild]::IsTargetFrameworkCompatible($(TargetFramework), 'net10.0'))">
<PackageReference Include="System.Net.ServerSentEvents" />
<PackageReference Include="Microsoft.Bcl.AsyncInterfaces" />
</ItemGroup>
<ItemGroup>
@@ -1,24 +1,29 @@
<Project Sdk="Microsoft.NET.Sdk">
<Project Sdk="Microsoft.NET.Sdk">
<PropertyGroup>
<OutputType>Exe</OutputType>
<TargetFramework>net9.0</TargetFramework>
<TargetFrameworks>net10.0</TargetFrameworks>
<ImplicitUsings>enable</ImplicitUsings>
<Nullable>enable</Nullable>
<UserSecretsId>5ee045b0-aea3-4f08-8d31-32d1a6f8fed0</UserSecretsId>
</PropertyGroup>
<ItemGroup>
<PackageReference Include="A2A.AspNetCore" />
<PackageReference Include="Azure.AI.Agents.Persistent" />
<PackageReference Include="Azure.Identity" />
<PackageReference Include="Microsoft.Bcl.AsyncInterfaces" VersionOverride="10.0.0-rc.2.25502.107" />
<PackageReference Include="System.Net.ServerSentEvents" VersionOverride="10.0.0-rc.2.25502.107" />
</ItemGroup>
<ItemGroup Condition="!$([MSBuild]::IsTargetFrameworkCompatible($(TargetFramework), 'net10.0'))">
<PackageReference Include="Microsoft.Bcl.AsyncInterfaces" />
<PackageReference Include="System.Linq.AsyncEnumerable" />
</ItemGroup>
<ItemGroup>
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.Hosting.A2A.AspNetCore\Microsoft.Agents.AI.Hosting.A2A.AspNetCore.csproj" />
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.Hosting.A2A\Microsoft.Agents.AI.Hosting.A2A.csproj" />
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.A2A\Microsoft.Agents.AI.A2A.csproj" />
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.AzureAI\Microsoft.Agents.AI.AzureAI.csproj" />
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.AzureAI.Persistent\Microsoft.Agents.AI.AzureAI.Persistent.csproj" />
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
</ItemGroup>
@@ -4,7 +4,6 @@ using A2A;
using Azure.AI.Agents.Persistent;
using Azure.Identity;
using Microsoft.Agents.AI;
using Microsoft.Agents.AI.A2A;
using Microsoft.Extensions.AI;
using OpenAI;
@@ -12,7 +11,7 @@ namespace A2AServer;
internal static class HostAgentFactory
{
internal static async Task<A2AHostAgent> CreateFoundryHostAgentAsync(string agentType, string model, string endpoint, string assistantId, IList<AITool>? tools = null)
internal static async Task<(AIAgent, AgentCard)> CreateFoundryHostAgentAsync(string agentType, string model, string endpoint, string assistantId, IList<AITool>? tools = null)
{
var persistentAgentsClient = new PersistentAgentsClient(endpoint, new AzureCliCredential());
PersistentAgent persistentAgent = await persistentAgentsClient.Administration.GetAgentAsync(assistantId);
@@ -28,10 +27,10 @@ internal static class HostAgentFactory
_ => throw new ArgumentException($"Unsupported agent type: {agentType}"),
};
return new A2AHostAgent(agent, agentCard);
return new(agent, agentCard);
}
internal static async Task<A2AHostAgent> CreateChatCompletionHostAgentAsync(string agentType, string model, string apiKey, string name, string instructions, IList<AITool>? tools = null)
internal static async Task<(AIAgent, AgentCard)> CreateChatCompletionHostAgentAsync(string agentType, string model, string apiKey, string name, string instructions, IList<AITool>? tools = null)
{
AIAgent agent = new OpenAIClient(apiKey)
.GetChatClient(model)
@@ -45,7 +44,7 @@ internal static class HostAgentFactory
_ => throw new ArgumentException($"Unsupported agent type: {agentType}"),
};
return new A2AHostAgent(agent, agentCard);
return new(agent, agentCard);
}
#region private
@@ -2,7 +2,7 @@
using A2A;
using A2A.AspNetCore;
using A2AServer;
using Microsoft.Agents.AI.A2A;
using Microsoft.Agents.AI;
using Microsoft.AspNetCore.Builder;
using Microsoft.Extensions.AI;
using Microsoft.Extensions.Configuration;
@@ -47,10 +47,12 @@ IList<AITool> tools =
AIFunctionFactory.Create(invoiceQueryPlugin.QueryByInvoiceId)
];
A2AHostAgent? hostAgent = null;
AIAgent hostA2AAgent;
AgentCard hostA2AAgentCard;
if (!string.IsNullOrEmpty(endpoint) && !string.IsNullOrEmpty(agentId))
{
hostAgent = agentType.ToUpperInvariant() switch
(hostA2AAgent, hostA2AAgentCard) = agentType.ToUpperInvariant() switch
{
"INVOICE" => await HostAgentFactory.CreateFoundryHostAgentAsync(agentType, model, endpoint, agentId, tools),
"POLICY" => await HostAgentFactory.CreateFoundryHostAgentAsync(agentType, model, endpoint, agentId),
@@ -60,7 +62,7 @@ if (!string.IsNullOrEmpty(endpoint) && !string.IsNullOrEmpty(agentId))
}
else if (!string.IsNullOrEmpty(apiKey))
{
hostAgent = agentType.ToUpperInvariant() switch
(hostA2AAgent, hostA2AAgentCard) = agentType.ToUpperInvariant() switch
{
"INVOICE" => await HostAgentFactory.CreateChatCompletionHostAgentAsync(
agentType, model, apiKey, "InvoiceAgent",
@@ -102,7 +104,10 @@ else
throw new ArgumentException("Either A2AServer:ApiKey or A2AServer:ConnectionString & agentId must be provided");
}
app.MapA2A(hostAgent!.TaskManager!, "/");
app.MapWellKnownAgentCard(hostAgent!.TaskManager!, "/");
var a2aTaskManager = app.MapA2A(
hostA2AAgent,
path: "/",
agentCard: hostA2AAgentCard,
taskManager => app.MapWellKnownAgentCard(taskManager, "/"));
await app.RunAsync();
+1 -1
View File
@@ -103,7 +103,7 @@ dotnet run --urls "http://localhost:5002;https://localhost:5012" --agentId "<Log
### Testing the Agents using the Rest Client
This sample contains a [.http file](https://learn.microsoft.com/aspnet/core/test/http-files?view=aspnetcore-9.0) which can be used to test the agent.
This sample contains a [.http file](https://learn.microsoft.com/aspnet/core/test/http-files?view=aspnetcore-10.0) which can be used to test the agent.
1. In Visual Studio open [./A2AServer/A2AServer.http](./A2AServer/A2AServer.http)
1. There are two sent requests for each agent, e.g., for the invoice agent:
@@ -0,0 +1,21 @@
<Project Sdk="Microsoft.NET.Sdk">
<PropertyGroup>
<OutputType>Exe</OutputType>
<TargetFrameworks>net10.0</TargetFrameworks>
<ImplicitUsings>enable</ImplicitUsings>
<Nullable>enable</Nullable>
<UserSecretsId>a8b2e9f0-1ea3-4f18-9d41-42d1a6f8fe10</UserSecretsId>
</PropertyGroup>
<ItemGroup>
<PackageReference Include="System.CommandLine" />
<PackageReference Include="Microsoft.Extensions.Hosting" />
</ItemGroup>
<ItemGroup>
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI\Microsoft.Agents.AI.csproj" />
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.AGUI\Microsoft.Agents.AI.AGUI.csproj" />
</ItemGroup>
</Project>
@@ -0,0 +1,12 @@
// Copyright (c) Microsoft. All rights reserved.
// This sample demonstrates how to use the AG-UI client to connect to a remote AG-UI server
// and display streaming updates including conversation/response metadata, text content, and errors.
using System.Text.Json.Serialization;
namespace AGUIClient;
[JsonSerializable(typeof(SensorRequest))]
[JsonSerializable(typeof(SensorResponse))]
internal sealed partial class AGUIClientSerializerContext : JsonSerializerContext;
@@ -0,0 +1,213 @@
// Copyright (c) Microsoft. All rights reserved.
// This sample demonstrates how to use the AG-UI client to connect to a remote AG-UI server
// and display streaming updates including conversation/response metadata, text content, and errors.
using System.CommandLine;
using System.ComponentModel;
using System.Reflection;
using System.Text;
using Microsoft.Agents.AI;
using Microsoft.Agents.AI.AGUI;
using Microsoft.Extensions.AI;
using Microsoft.Extensions.Configuration;
using Microsoft.Extensions.Logging;
namespace AGUIClient;
public static class Program
{
public static async Task<int> Main(string[] args)
{
// Create root command with options
RootCommand rootCommand = new("AGUIClient");
rootCommand.SetAction((_, ct) => HandleCommandsAsync(ct));
// Run the command
return await rootCommand.Parse(args).InvokeAsync();
}
private static async Task HandleCommandsAsync(CancellationToken cancellationToken)
{
// Set up the logging
using ILoggerFactory loggerFactory = LoggerFactory.Create(builder =>
{
builder.AddConsole();
builder.SetMinimumLevel(LogLevel.Information);
});
ILogger logger = loggerFactory.CreateLogger("AGUIClient");
// Retrieve configuration settings
IConfigurationRoot configRoot = new ConfigurationBuilder()
.AddEnvironmentVariables()
.AddUserSecrets(Assembly.GetExecutingAssembly())
.Build();
string serverUrl = configRoot["AGUI_SERVER_URL"] ?? "http://localhost:5100";
logger.LogInformation("Connecting to AG-UI server at: {ServerUrl}", serverUrl);
// Create the AG-UI client agent
using HttpClient httpClient = new()
{
Timeout = TimeSpan.FromSeconds(60)
};
var changeBackground = AIFunctionFactory.Create(
() =>
{
Console.ForegroundColor = ConsoleColor.DarkBlue;
Console.WriteLine("Changing color to blue");
},
name: "change_background_color",
description: "Change the console background color to dark blue."
);
var readClientClimateSensors = AIFunctionFactory.Create(
([Description("The sensors measurements to include in the response")] SensorRequest request) =>
{
return new SensorResponse()
{
Temperature = 22.5,
Humidity = 45.0,
AirQualityIndex = 75
};
},
name: "read_client_climate_sensors",
description: "Reads the climate sensor data from the client device.",
serializerOptions: AGUIClientSerializerContext.Default.Options
);
var chatClient = new AGUIChatClient(
httpClient,
serverUrl,
jsonSerializerOptions: AGUIClientSerializerContext.Default.Options);
AIAgent agent = chatClient.CreateAIAgent(
name: "agui-client",
description: "AG-UI Client Agent",
tools: [changeBackground, readClientClimateSensors]);
AgentThread thread = agent.GetNewThread();
List<ChatMessage> messages = [new(ChatRole.System, "You are a helpful assistant.")];
try
{
while (true)
{
// Get user message
Console.Write("\nUser (:q or quit to exit): ");
string? message = Console.ReadLine();
if (string.IsNullOrWhiteSpace(message))
{
Console.WriteLine("Request cannot be empty.");
continue;
}
if (message is ":q" or "quit")
{
break;
}
messages.Add(new(ChatRole.User, message));
// Call RunStreamingAsync to get streaming updates
bool isFirstUpdate = true;
string? threadId = null;
var updates = new List<ChatResponseUpdate>();
await foreach (AgentRunResponseUpdate update in agent.RunStreamingAsync(messages, thread, cancellationToken: cancellationToken))
{
// Use AsChatResponseUpdate to access ChatResponseUpdate properties
ChatResponseUpdate chatUpdate = update.AsChatResponseUpdate();
updates.Add(chatUpdate);
if (chatUpdate.ConversationId != null)
{
threadId = chatUpdate.ConversationId;
}
// Display run started information from the first update
if (isFirstUpdate && threadId != null && update.ResponseId != null)
{
Console.ForegroundColor = ConsoleColor.Yellow;
Console.WriteLine($"\n[Run Started - Thread: {threadId}, Run: {update.ResponseId}]");
Console.ResetColor();
isFirstUpdate = false;
}
// Display different content types with appropriate formatting
foreach (AIContent content in update.Contents)
{
switch (content)
{
case TextContent textContent:
Console.ForegroundColor = ConsoleColor.Cyan;
Console.Write(textContent.Text);
Console.ResetColor();
break;
case FunctionCallContent functionCallContent:
Console.ForegroundColor = ConsoleColor.Green;
Console.WriteLine($"\n[Function Call - Name: {functionCallContent.Name}, Arguments: {PrintArguments(functionCallContent.Arguments)}]");
Console.ResetColor();
break;
case FunctionResultContent functionResultContent:
Console.ForegroundColor = ConsoleColor.Magenta;
if (functionResultContent.Exception != null)
{
Console.WriteLine($"\n[Function Result - Exception: {functionResultContent.Exception}]");
}
else
{
Console.WriteLine($"\n[Function Result - Result: {functionResultContent.Result}]");
}
Console.ResetColor();
break;
case ErrorContent errorContent:
Console.ForegroundColor = ConsoleColor.Red;
string code = errorContent.AdditionalProperties?["Code"] as string ?? "Unknown";
Console.WriteLine($"\n[Error - Code: {code}, Message: {errorContent.Message}]");
Console.ResetColor();
break;
}
}
}
if (updates.Count > 0 && !updates[^1].Contents.Any(c => c is TextContent))
{
var lastUpdate = updates[^1];
Console.ForegroundColor = ConsoleColor.Yellow;
Console.WriteLine();
Console.WriteLine($"[Run Ended - Thread: {threadId}, Run: {lastUpdate.ResponseId}]");
Console.ResetColor();
}
messages.Clear();
Console.WriteLine();
}
}
catch (OperationCanceledException)
{
logger.LogInformation("AGUIClient operation was canceled.");
}
catch (Exception ex) when (ex is not OutOfMemoryException and not StackOverflowException and not ThreadAbortException and not AccessViolationException)
{
logger.LogError(ex, "An error occurred while running the AGUIClient");
return;
}
}
private static string PrintArguments(IDictionary<string, object?>? arguments)
{
if (arguments == null)
{
return "";
}
var builder = new StringBuilder().AppendLine();
foreach (var kvp in arguments)
{
builder
.AppendLine($" Name: {kvp.Key}")
.AppendLine($" Value: {kvp.Value}");
}
return builder.ToString();
}
}
@@ -0,0 +1,34 @@
# AG-UI Client
This is a console application that demonstrates how to connect to an AG-UI server and interact with remote agents using the AG-UI protocol.
## Features
- Connects to an AG-UI server endpoint
- Displays streaming updates with color-coded output:
- **Yellow**: Run started notifications
- **Cyan**: Agent text responses (streamed)
- **Green**: Run finished notifications
- **Red**: Error messages (if any)
- Interactive prompt loop for sending messages
## Configuration
Set the following environment variable to specify the AG-UI server URL:
```powershell
$env:AGUI_SERVER_URL="http://localhost:5100"
```
If not set, the default is `http://localhost:5100`.
## Running the Client
1. Make sure the AG-UI server is running
2. Run the client:
```bash
cd AGUIClient
dotnet run
```
3. Enter your messages and observe the streaming updates
4. Type `:q` or `quit` to exit
@@ -0,0 +1,13 @@
// Copyright (c) Microsoft. All rights reserved.
// This sample demonstrates how to use the AG-UI client to connect to a remote AG-UI server
// and display streaming updates including conversation/response metadata, text content, and errors.
namespace AGUIClient;
internal sealed class SensorRequest
{
public bool IncludeTemperature { get; set; } = true;
public bool IncludeHumidity { get; set; } = true;
public bool IncludeAirQualityIndex { get; set; } = true;
}
@@ -0,0 +1,13 @@
// Copyright (c) Microsoft. All rights reserved.
// This sample demonstrates how to use the AG-UI client to connect to a remote AG-UI server
// and display streaming updates including conversation/response metadata, text content, and errors.
namespace AGUIClient;
internal sealed class SensorResponse
{
public double Temperature { get; set; }
public double Humidity { get; set; }
public int AirQualityIndex { get; set; }
}
@@ -0,0 +1,22 @@
<Project Sdk="Microsoft.NET.Sdk.Web">
<PropertyGroup>
<OutputType>Exe</OutputType>
<TargetFrameworks>net10.0</TargetFrameworks>
<ImplicitUsings>enable</ImplicitUsings>
<Nullable>enable</Nullable>
<UserSecretsId>b9c3f1e1-2fb4-5g29-0e52-53e2b7g9gf21</UserSecretsId>
</PropertyGroup>
<ItemGroup>
<PackageReference Include="Azure.AI.OpenAI" />
<PackageReference Include="Azure.Identity" />
</ItemGroup>
<ItemGroup>
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.Hosting.AGUI.AspNetCore\Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.csproj" />
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.AGUI\Microsoft.Agents.AI.AGUI.csproj" />
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
</ItemGroup>
</Project>
@@ -0,0 +1,11 @@
// Copyright (c) Microsoft. All rights reserved.
using System.Text.Json.Serialization;
namespace AGUIDojoServer;
[JsonSerializable(typeof(WeatherInfo))]
[JsonSerializable(typeof(Recipe))]
[JsonSerializable(typeof(Ingredient))]
[JsonSerializable(typeof(RecipeResponse))]
internal sealed partial class AGUIDojoServerSerializerContext : JsonSerializerContext;
@@ -0,0 +1,98 @@
// Copyright (c) Microsoft. All rights reserved.
using System.ComponentModel;
using System.Text.Json;
using Azure.AI.OpenAI;
using Azure.Identity;
using Microsoft.Agents.AI;
using Microsoft.Extensions.AI;
using ChatClient = OpenAI.Chat.ChatClient;
namespace AGUIDojoServer;
internal static class ChatClientAgentFactory
{
private static AzureOpenAIClient? s_azureOpenAIClient;
private static string? s_deploymentName;
public static void Initialize(IConfiguration configuration)
{
string endpoint = configuration["AZURE_OPENAI_ENDPOINT"] ?? throw new InvalidOperationException("AZURE_OPENAI_ENDPOINT is not set.");
s_deploymentName = configuration["AZURE_OPENAI_DEPLOYMENT_NAME"] ?? throw new InvalidOperationException("AZURE_OPENAI_DEPLOYMENT_NAME is not set.");
s_azureOpenAIClient = new AzureOpenAIClient(
new Uri(endpoint),
new DefaultAzureCredential());
}
public static ChatClientAgent CreateAgenticChat()
{
ChatClient chatClient = s_azureOpenAIClient!.GetChatClient(s_deploymentName!);
return chatClient.AsIChatClient().CreateAIAgent(
name: "AgenticChat",
description: "A simple chat agent using Azure OpenAI");
}
public static ChatClientAgent CreateBackendToolRendering()
{
ChatClient chatClient = s_azureOpenAIClient!.GetChatClient(s_deploymentName!);
return chatClient.AsIChatClient().CreateAIAgent(
name: "BackendToolRenderer",
description: "An agent that can render backend tools using Azure OpenAI",
tools: [AIFunctionFactory.Create(
GetWeather,
name: "get_weather",
description: "Get the weather for a given location.",
AGUIDojoServerSerializerContext.Default.Options)]);
}
public static ChatClientAgent CreateHumanInTheLoop()
{
ChatClient chatClient = s_azureOpenAIClient!.GetChatClient(s_deploymentName!);
return chatClient.AsIChatClient().CreateAIAgent(
name: "HumanInTheLoopAgent",
description: "An agent that involves human feedback in its decision-making process using Azure OpenAI");
}
public static ChatClientAgent CreateToolBasedGenerativeUI()
{
ChatClient chatClient = s_azureOpenAIClient!.GetChatClient(s_deploymentName!);
return chatClient.AsIChatClient().CreateAIAgent(
name: "ToolBasedGenerativeUIAgent",
description: "An agent that uses tools to generate user interfaces using Azure OpenAI");
}
public static ChatClientAgent CreateAgenticUI()
{
ChatClient chatClient = s_azureOpenAIClient!.GetChatClient(s_deploymentName!);
return chatClient.AsIChatClient().CreateAIAgent(
name: "AgenticUIAgent",
description: "An agent that generates agentic user interfaces using Azure OpenAI");
}
public static AIAgent CreateSharedState(JsonSerializerOptions options)
{
ChatClient chatClient = s_azureOpenAIClient!.GetChatClient(s_deploymentName!);
var baseAgent = chatClient.AsIChatClient().CreateAIAgent(
name: "SharedStateAgent",
description: "An agent that demonstrates shared state patterns using Azure OpenAI");
return new SharedStateAgent(baseAgent, options);
}
[Description("Get the weather for a given location.")]
private static WeatherInfo GetWeather([Description("The location to get the weather for.")] string location) => new()
{
Temperature = 20,
Conditions = "sunny",
Humidity = 50,
WindSpeed = 10,
FeelsLike = 25
};
}
@@ -0,0 +1,17 @@
// Copyright (c) Microsoft. All rights reserved.
using System.Text.Json.Serialization;
namespace AGUIDojoServer;
internal sealed class Ingredient
{
[JsonPropertyName("icon")]
public string Icon { get; set; } = string.Empty;
[JsonPropertyName("name")]
public string Name { get; set; } = string.Empty;
[JsonPropertyName("amount")]
public string Amount { get; set; } = string.Empty;
}
@@ -0,0 +1,45 @@
// Copyright (c) Microsoft. All rights reserved.
using AGUIDojoServer;
using Microsoft.Agents.AI.Hosting.AGUI.AspNetCore;
using Microsoft.AspNetCore.HttpLogging;
using Microsoft.Extensions.Options;
WebApplicationBuilder builder = WebApplication.CreateBuilder(args);
builder.Services.AddHttpLogging(logging =>
{
logging.LoggingFields = HttpLoggingFields.RequestPropertiesAndHeaders | HttpLoggingFields.RequestBody
| HttpLoggingFields.ResponsePropertiesAndHeaders | HttpLoggingFields.ResponseBody;
logging.RequestBodyLogLimit = int.MaxValue;
logging.ResponseBodyLogLimit = int.MaxValue;
});
builder.Services.AddHttpClient().AddLogging();
builder.Services.ConfigureHttpJsonOptions(options => options.SerializerOptions.TypeInfoResolverChain.Add(AGUIDojoServerSerializerContext.Default));
builder.Services.AddAGUI();
WebApplication app = builder.Build();
app.UseHttpLogging();
// Initialize the factory
ChatClientAgentFactory.Initialize(app.Configuration);
// Map the AG-UI agent endpoints for different scenarios
app.MapAGUI("/agentic_chat", ChatClientAgentFactory.CreateAgenticChat());
app.MapAGUI("/backend_tool_rendering", ChatClientAgentFactory.CreateBackendToolRendering());
app.MapAGUI("/human_in_the_loop", ChatClientAgentFactory.CreateHumanInTheLoop());
app.MapAGUI("/tool_based_generative_ui", ChatClientAgentFactory.CreateToolBasedGenerativeUI());
app.MapAGUI("/agentic_generative_ui", ChatClientAgentFactory.CreateAgenticUI());
var jsonOptions = app.Services.GetRequiredService<IOptions<Microsoft.AspNetCore.Http.Json.JsonOptions>>();
app.MapAGUI("/shared_state", ChatClientAgentFactory.CreateSharedState(jsonOptions.Value.SerializerOptions));
await app.RunAsync();
public partial class Program;
@@ -0,0 +1,12 @@
{
"profiles": {
"AGUIDojoServer": {
"commandName": "Project",
"launchBrowser": true,
"environmentVariables": {
"ASPNETCORE_ENVIRONMENT": "Development"
},
"applicationUrl": "http://localhost:5018"
}
}
}
@@ -0,0 +1,26 @@
// Copyright (c) Microsoft. All rights reserved.
using System.Text.Json.Serialization;
namespace AGUIDojoServer;
internal sealed class Recipe
{
[JsonPropertyName("title")]
public string Title { get; set; } = string.Empty;
[JsonPropertyName("skill_level")]
public string SkillLevel { get; set; } = string.Empty;
[JsonPropertyName("cooking_time")]
public string CookingTime { get; set; } = string.Empty;
[JsonPropertyName("special_preferences")]
public List<string> SpecialPreferences { get; set; } = [];
[JsonPropertyName("ingredients")]
public List<Ingredient> Ingredients { get; set; } = [];
[JsonPropertyName("instructions")]
public List<string> Instructions { get; set; } = [];
}
@@ -0,0 +1,13 @@
// Copyright (c) Microsoft. All rights reserved.
using System.Text.Json.Serialization;
namespace AGUIDojoServer;
#pragma warning disable CA1812 // Used for the JsonSchema response format
internal sealed class RecipeResponse
#pragma warning restore CA1812
{
[JsonPropertyName("recipe")]
public Recipe Recipe { get; set; } = new();
}
@@ -0,0 +1,106 @@
// Copyright (c) Microsoft. All rights reserved.
using System.Diagnostics.CodeAnalysis;
using System.Runtime.CompilerServices;
using System.Text.Json;
using Microsoft.Agents.AI;
using Microsoft.Extensions.AI;
namespace AGUIDojoServer;
[SuppressMessage("Performance", "CA1812:Avoid uninstantiated internal classes", Justification = "Instantiated by ChatClientAgentFactory.CreateSharedState")]
internal sealed class SharedStateAgent : DelegatingAIAgent
{
private readonly JsonSerializerOptions _jsonSerializerOptions;
public SharedStateAgent(AIAgent innerAgent, JsonSerializerOptions jsonSerializerOptions)
: base(innerAgent)
{
this._jsonSerializerOptions = jsonSerializerOptions;
}
public override Task<AgentRunResponse> RunAsync(IEnumerable<ChatMessage> messages, AgentThread? thread = null, AgentRunOptions? options = null, CancellationToken cancellationToken = default)
{
return this.RunStreamingAsync(messages, thread, options, cancellationToken).ToAgentRunResponseAsync(cancellationToken);
}
public override async IAsyncEnumerable<AgentRunResponseUpdate> RunStreamingAsync(
IEnumerable<ChatMessage> messages,
AgentThread? thread = null,
AgentRunOptions? options = null,
[EnumeratorCancellation] CancellationToken cancellationToken = default)
{
if (options is not ChatClientAgentRunOptions { ChatOptions.AdditionalProperties: { } properties } chatRunOptions ||
!properties.TryGetValue("ag_ui_state", out JsonElement state))
{
await foreach (var update in this.InnerAgent.RunStreamingAsync(messages, thread, options, cancellationToken).ConfigureAwait(false))
{
yield return update;
}
yield break;
}
var firstRunOptions = new ChatClientAgentRunOptions
{
ChatOptions = chatRunOptions.ChatOptions.Clone(),
AllowBackgroundResponses = chatRunOptions.AllowBackgroundResponses,
ContinuationToken = chatRunOptions.ContinuationToken,
ChatClientFactory = chatRunOptions.ChatClientFactory,
};
// Configure JSON schema response format for structured state output
firstRunOptions.ChatOptions.ResponseFormat = ChatResponseFormat.ForJsonSchema<RecipeResponse>(
schemaName: "RecipeResponse",
schemaDescription: "A response containing a recipe with title, skill level, cooking time, preferences, ingredients, and instructions");
ChatMessage stateUpdateMessage = new(
ChatRole.System,
[
new TextContent("Here is the current state in JSON format:"),
new TextContent(state.GetRawText()),
new TextContent("The new state is:")
]);
var firstRunMessages = messages.Append(stateUpdateMessage);
var allUpdates = new List<AgentRunResponseUpdate>();
await foreach (var update in this.InnerAgent.RunStreamingAsync(firstRunMessages, thread, firstRunOptions, cancellationToken).ConfigureAwait(false))
{
allUpdates.Add(update);
// Yield all non-text updates (tool calls, etc.)
bool hasNonTextContent = update.Contents.Any(c => c is not TextContent);
if (hasNonTextContent)
{
yield return update;
}
}
var response = allUpdates.ToAgentRunResponse();
if (response.TryDeserialize(this._jsonSerializerOptions, out JsonElement stateSnapshot))
{
byte[] stateBytes = JsonSerializer.SerializeToUtf8Bytes(
stateSnapshot,
this._jsonSerializerOptions.GetTypeInfo(typeof(JsonElement)));
yield return new AgentRunResponseUpdate
{
Contents = [new DataContent(stateBytes, "application/json")]
};
}
else
{
yield break;
}
var secondRunMessages = messages.Concat(response.Messages).Append(
new ChatMessage(
ChatRole.System,
[new TextContent("Please provide a concise summary of the state changes in at most two sentences.")]));
await foreach (var update in this.InnerAgent.RunStreamingAsync(secondRunMessages, thread, options, cancellationToken).ConfigureAwait(false))
{
yield return update;
}
}
}
@@ -0,0 +1,23 @@
// Copyright (c) Microsoft. All rights reserved.
using System.Text.Json.Serialization;
namespace AGUIDojoServer;
internal sealed class WeatherInfo
{
[JsonPropertyName("temperature")]
public int Temperature { get; init; }
[JsonPropertyName("conditions")]
public string Conditions { get; init; } = string.Empty;
[JsonPropertyName("humidity")]
public int Humidity { get; init; }
[JsonPropertyName("wind_speed")]
public int WindSpeed { get; init; }
[JsonPropertyName("feelsLike")]
public int FeelsLike { get; init; }
}
@@ -0,0 +1,9 @@
{
"Logging": {
"LogLevel": {
"Default": "Information",
"Microsoft.AspNetCore": "Warning",
"Microsoft.AspNetCore.HttpLogging.HttpLoggingMiddleware": "Information"
}
}
}
@@ -0,0 +1,10 @@
{
"Logging": {
"LogLevel": {
"Default": "Information",
"Microsoft.AspNetCore": "Warning",
"Microsoft.AspNetCore.HttpLogging.HttpLoggingMiddleware": "Information"
}
},
"AllowedHosts": "*"
}
@@ -0,0 +1,22 @@
<Project Sdk="Microsoft.NET.Sdk.Web">
<PropertyGroup>
<OutputType>Exe</OutputType>
<TargetFrameworks>net10.0</TargetFrameworks>
<ImplicitUsings>enable</ImplicitUsings>
<Nullable>enable</Nullable>
<UserSecretsId>a8b2e9f0-1ea3-4f18-9d41-42d1a6f8fe10</UserSecretsId>
</PropertyGroup>
<ItemGroup>
<PackageReference Include="Azure.AI.OpenAI" />
<PackageReference Include="Azure.Identity" />
</ItemGroup>
<ItemGroup>
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.Hosting.AGUI.AspNetCore\Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.csproj" />
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.AGUI\Microsoft.Agents.AI.AGUI.csproj" />
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
</ItemGroup>
</Project>
@@ -0,0 +1,17 @@
@host = http://localhost:5100
### Send a message to the AG-UI agent
POST {{host}}/
Content-Type: application/json
{
"threadId": "thread_123",
"runId": "run_456",
"messages": [
{
"role": "user",
"content": "What is the capital of France?"
}
],
"context": {}
}
@@ -0,0 +1,9 @@
// Copyright (c) Microsoft. All rights reserved.
using System.Text.Json.Serialization;
namespace AGUIServer;
[JsonSerializable(typeof(ServerWeatherForecastRequest))]
[JsonSerializable(typeof(ServerWeatherForecastResponse))]
internal sealed partial class AGUIServerSerializerContext : JsonSerializerContext;
@@ -0,0 +1,51 @@
// Copyright (c) Microsoft. All rights reserved.
using System.ComponentModel;
using AGUIServer;
using Azure.AI.OpenAI;
using Azure.Identity;
using Microsoft.Agents.AI.Hosting.AGUI.AspNetCore;
using Microsoft.Extensions.AI;
using OpenAI;
WebApplicationBuilder builder = WebApplication.CreateBuilder(args);
builder.Services.AddHttpClient().AddLogging();
builder.Services.ConfigureHttpJsonOptions(options => options.SerializerOptions.TypeInfoResolverChain.Add(AGUIServerSerializerContext.Default));
builder.Services.AddAGUI();
WebApplication app = builder.Build();
string endpoint = builder.Configuration["AZURE_OPENAI_ENDPOINT"] ?? throw new InvalidOperationException("AZURE_OPENAI_ENDPOINT is not set.");
string deploymentName = builder.Configuration["AZURE_OPENAI_DEPLOYMENT_NAME"] ?? throw new InvalidOperationException("AZURE_OPENAI_DEPLOYMENT_NAME is not set.");
// Create the AI agent with tools
var agent = new AzureOpenAIClient(
new Uri(endpoint),
new DefaultAzureCredential())
.GetChatClient(deploymentName)
.CreateAIAgent(
name: "AGUIAssistant",
tools: [
AIFunctionFactory.Create(
() => DateTimeOffset.UtcNow,
name: "get_current_time",
description: "Get the current UTC time."
),
AIFunctionFactory.Create(
([Description("The weather forecast request")]ServerWeatherForecastRequest request) => {
return new ServerWeatherForecastResponse()
{
Summary = "Sunny",
TemperatureC = 25,
Date = request.Date
};
},
name: "get_server_weather_forecast",
description: "Gets the forecast for a specific location and date",
AGUIServerSerializerContext.Default.Options)
]);
// Map the AG-UI agent endpoint
app.MapAGUI("/", agent);
await app.RunAsync();
@@ -0,0 +1,12 @@
{
"profiles": {
"AGUIServer": {
"commandName": "Project",
"launchBrowser": true,
"environmentVariables": {
"ASPNETCORE_ENVIRONMENT": "Development"
},
"applicationUrl": "http://localhost:5100;https://localhost:5101"
}
}
}
@@ -0,0 +1,9 @@
// Copyright (c) Microsoft. All rights reserved.
namespace AGUIServer;
internal sealed class ServerWeatherForecastRequest
{
public DateTime Date { get; set; }
public string Location { get; set; } = "Seattle";
}
@@ -0,0 +1,12 @@
// Copyright (c) Microsoft. All rights reserved.
namespace AGUIServer;
internal sealed class ServerWeatherForecastResponse
{
public string Summary { get; set; } = "";
public int TemperatureC { get; set; }
public DateTime Date { get; set; }
}
+208
View File
@@ -0,0 +1,208 @@
# AG-UI Client and Server Sample
This sample demonstrates how to use the AG-UI (Agent UI) protocol to enable communication between a client application and a remote agent server. The AG-UI protocol provides a standardized way for clients to interact with AI agents.
## Overview
The demonstration has two components:
1. **AGUIServer** - An ASP.NET Core web server that hosts an AI agent and exposes it via the AG-UI protocol
2. **AGUIClient** - A console application that connects to the AG-UI server and displays streaming updates
> **Warning**
> The AG-UI protocol is still under development and changing.
> We will try to keep these samples updated as the protocol evolves.
## Configuring Environment Variables
Configure the required Azure OpenAI environment variables:
```powershell
$env:AZURE_OPENAI_ENDPOINT="<<your-model-endpoint>>"
$env:AZURE_OPENAI_DEPLOYMENT_NAME="gpt-4.1-mini"
```
> **Note:** This sample uses `DefaultAzureCredential` for authentication. Make sure you're authenticated with Azure (e.g., via `az login`, Visual Studio, or environment variables).
## Running the Sample
### Step 1: Start the AG-UI Server
```bash
cd AGUIServer
dotnet build
dotnet run --urls "http://localhost:5100"
```
The server will start and listen on `http://localhost:5100`.
### Step 2: Testing with the REST Client (Optional)
Before running the client, you can test the server using the included `.http` file:
1. Open [./AGUIServer/AGUIServer.http](./AGUIServer/AGUIServer.http) in Visual Studio or VS Code with the REST Client extension
2. Send a test request to verify the server is working
3. Observe the server-sent events stream in the response
Sample request:
```http
POST http://localhost:5100/
Content-Type: application/json
{
"threadId": "thread_123",
"runId": "run_456",
"messages": [
{
"role": "user",
"content": "What is the capital of France?"
}
],
"context": {}
}
```
### Step 3: Run the AG-UI Client
In a new terminal window:
```bash
cd AGUIClient
dotnet run
```
Optionally, configure a different server URL:
```powershell
$env:AGUI_SERVER_URL="http://localhost:5100"
```
### Step 4: Interact with the Agent
1. The client will connect to the AG-UI server
2. Enter your message at the prompt
3. Observe the streaming updates with color-coded output:
- **Yellow**: Run started notification showing thread and run IDs
- **Cyan**: Agent's text response (streamed character by character)
- **Green**: Run finished notification
- **Red**: Error messages (if any occur)
4. Type `:q` or `quit` to exit
## Sample Output
```
AGUIClient> dotnet run
info: AGUIClient[0]
Connecting to AG-UI server at: http://localhost:5100
User (:q or quit to exit): What is the capital of France?
[Run Started - Thread: thread_abc123, Run: run_xyz789]
The capital of France is Paris. It is known for its rich history, culture, and iconic landmarks such as the Eiffel Tower and the Louvre Museum.
[Run Finished - Thread: thread_abc123, Run: run_xyz789]
User (:q or quit to exit): Tell me a fun fact about space
[Run Started - Thread: thread_abc123, Run: run_def456]
Here's a fun fact: A day on Venus is longer than its year! Venus takes about 243 Earth days to rotate once on its axis, but only about 225 Earth days to orbit the Sun.
[Run Finished - Thread: thread_abc123, Run: run_def456]
User (:q or quit to exit): :q
```
## How It Works
### Server Side
The `AGUIServer` uses the `MapAGUI` extension method to expose an agent through the AG-UI protocol:
```csharp
AIAgent agent = new OpenAIClient(apiKey)
.GetChatClient(model)
.CreateAIAgent(
instructions: "You are a helpful assistant.",
name: "AGUIAssistant");
app.MapAGUI("/", agent);
```
This automatically handles:
- HTTP POST requests with message payloads
- Converting agent responses to AG-UI event streams
- Server-sent events (SSE) formatting
- Thread and run management
### Client Side
The `AGUIClient` uses the `AGUIChatClient` to connect to the remote server:
```csharp
using HttpClient httpClient = new();
var chatClient = new AGUIChatClient(
httpClient,
endpoint: serverUrl,
modelId: "agui-client",
jsonSerializerOptions: null);
AIAgent agent = chatClient.CreateAIAgent(
instructions: null,
name: "agui-client",
description: "AG-UI Client Agent",
tools: []);
bool isFirstUpdate = true;
AgentRunResponseUpdate? currentUpdate = null;
await foreach (AgentRunResponseUpdate update in agent.RunStreamingAsync(messages, thread))
{
// First update indicates run started
if (isFirstUpdate)
{
Console.WriteLine($"[Run Started - Thread: {update.ConversationId}, Run: {update.ResponseId}]");
isFirstUpdate = false;
}
currentUpdate = update;
foreach (AIContent content in update.Contents)
{
switch (content)
{
case TextContent textContent:
// Display streaming text
Console.Write(textContent.Text);
break;
case ErrorContent errorContent:
// Display error notification
Console.WriteLine($"[Error: {errorContent.Message}]");
break;
}
}
}
// Last update indicates run finished
if (currentUpdate != null)
{
Console.WriteLine($"\n[Run Finished - Thread: {currentUpdate.ConversationId}, Run: {currentUpdate.ResponseId}]");
}
```
The `RunStreamingAsync` method:
1. Sends messages to the server via HTTP POST
2. Receives server-sent events (SSE) stream
3. Parses events into `AgentRunResponseUpdate` objects
4. Yields updates as they arrive for real-time display
## Key Concepts
- **Thread**: Represents a conversation context that persists across multiple runs (accessed via `ConversationId` property)
- **Run**: A single execution of the agent for a given set of messages (identified by `ResponseId` property)
- **AgentRunResponseUpdate**: Contains the response data with:
- `ResponseId`: The unique run identifier
- `ConversationId`: The thread/conversation identifier
- `Contents`: Collection of content items (TextContent, ErrorContent, etc.)
- **Run Lifecycle**:
- The **first** `AgentRunResponseUpdate` in a run indicates the run has started
- Subsequent updates contain streaming content as the agent processes
- The **last** `AgentRunResponseUpdate` in a run indicates the run has finished
- If an error occurs, the update will contain `ErrorContent`
@@ -2,7 +2,7 @@
using System.Diagnostics.CodeAnalysis;
using System.Text.Json.Serialization;
using Microsoft.Agents.AI.Hosting;
using Microsoft.Agents.AI;
namespace AgentWebChat.AgentHost;
@@ -10,24 +10,24 @@ internal static class ActorFrameworkWebApplicationExtensions
{
public static void MapAgentDiscovery(this IEndpointRouteBuilder endpoints, [StringSyntax("Route")] string path)
{
var routeGroup = endpoints.MapGroup(path);
routeGroup.MapGet("/", async (
AgentCatalog agentCatalog,
CancellationToken cancellationToken) =>
{
var results = new List<AgentDiscoveryCard>();
await foreach (var result in agentCatalog.GetAgentsAsync(cancellationToken).ConfigureAwait(false))
{
results.Add(new AgentDiscoveryCard
{
Name = result.Name!,
Description = result.Description,
});
}
var registeredAIAgents = endpoints.ServiceProvider.GetKeyedServices<AIAgent>(KeyedService.AnyKey);
return Results.Ok(results);
})
.WithName("GetAgents");
var routeGroup = endpoints.MapGroup(path);
routeGroup.MapGet("/", async (CancellationToken cancellationToken) =>
{
var results = new List<AgentDiscoveryCard>();
foreach (var result in registeredAIAgents)
{
results.Add(new AgentDiscoveryCard
{
Name = result.Name!,
Description = result.Description,
});
}
return Results.Ok(results);
})
.WithName("GetAgents");
}
internal sealed class AgentDiscoveryCard
@@ -1,19 +1,20 @@
<Project Sdk="Microsoft.NET.Sdk.Web">
<Project Sdk="Microsoft.NET.Sdk.Web">
<PropertyGroup>
<TargetFramework>net9.0</TargetFramework>
<TargetFrameworks>net10.0</TargetFrameworks>
<ImplicitUsings>enable</ImplicitUsings>
<Nullable>enable</Nullable>
<GenerateDocumentationFile>true</GenerateDocumentationFile>
</PropertyGroup>
<ItemGroup>
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.DevUI\Microsoft.Agents.AI.DevUI.csproj" />
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.Workflows\Microsoft.Agents.AI.Workflows.csproj" />
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.Abstractions\Microsoft.Agents.AI.Abstractions.csproj" />
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.Hosting\Microsoft.Agents.AI.Hosting.csproj" />
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI\Microsoft.Agents.AI.csproj" />
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.Hosting.A2A.AspNetCore\Microsoft.Agents.AI.Hosting.A2A.AspNetCore.csproj" />
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.Hosting.OpenAI\Microsoft.Agents.AI.Hosting.OpenAI.csproj" />
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.Hosting.OpenAI\Microsoft.Agents.AI.Hosting.OpenAI.csproj" />
<ProjectReference Include="..\AgentWebChat.ServiceDefaults\AgentWebChat.ServiceDefaults.csproj" />
</ItemGroup>
@@ -30,11 +31,4 @@
<PackageReference Include="Swashbuckle.AspNetCore.SwaggerUI" />
</ItemGroup>
<!-- A2A dependency -->
<ItemGroup>
<PackageReference Include="System.Net.ServerSentEvents" VersionOverride="10.0.0-rc.2.25502.107" />
<PackageReference Include="Microsoft.Bcl.AsyncInterfaces" VersionOverride="10.0.0-rc.2.25502.107" />
</ItemGroup>
<!-- A2A dependency -->
</Project>
</Project>
@@ -0,0 +1,15 @@
// Copyright (c) Microsoft. All rights reserved.
using Microsoft.Extensions.AI;
namespace AgentWebChat.AgentHost.Custom;
public class CustomAITool : AITool;
public class CustomFunctionTool : AIFunction
{
protected override ValueTask<object?> InvokeCoreAsync(AIFunctionArguments arguments, CancellationToken cancellationToken)
{
return new ValueTask<object?>(arguments.Context?.Count ?? 0);
}
}
@@ -2,11 +2,11 @@
using A2A.AspNetCore;
using AgentWebChat.AgentHost;
using AgentWebChat.AgentHost.Custom;
using AgentWebChat.AgentHost.Utilities;
using Microsoft.Agents.AI;
using Microsoft.Agents.AI.DevUI;
using Microsoft.Agents.AI.Hosting;
using Microsoft.Agents.AI.Hosting.A2A.AspNetCore;
using Microsoft.Agents.AI.Hosting.OpenAI;
using Microsoft.Agents.AI.Workflows;
using Microsoft.Extensions.AI;
@@ -22,13 +22,23 @@ builder.Services.AddProblemDetails();
// Configure the chat model and our agent.
builder.AddKeyedChatClient("chat-model");
builder.AddAIAgent(
// Add DevUI services
builder.AddDevUI();
// Add OpenAI services
builder.AddOpenAIChatCompletions();
builder.AddOpenAIResponses();
var pirateAgentBuilder = builder.AddAIAgent(
"pirate",
instructions: "You are a pirate. Speak like a pirate",
description: "An agent that speaks like a pirate.",
chatClientServiceKey: "chat-model");
chatClientServiceKey: "chat-model")
.WithAITool(new CustomAITool())
.WithAITool(new CustomFunctionTool())
.WithInMemoryThreadStore();
builder.AddAIAgent("knights-and-knaves", (sp, key) =>
var knightsKnavesAgentBuilder = builder.AddAIAgent("knights-and-knaves", (sp, key) =>
{
var chatClient = sp.GetRequiredKeyedService<IChatClient>("chat-model");
@@ -60,10 +70,7 @@ builder.AddAIAgent("knights-and-knaves", (sp, key) =>
If the user asks a general question about their surrounding, make something up which is consistent with the scenario.
""", "Narrator");
// TODO: How to avoid sync-over-async here?
#pragma warning disable VSTHRD002 // Avoid problematic synchronous waits
return AgentWorkflowBuilder.BuildConcurrent([knight, knave, narrator]).AsAgentAsync(name: key).AsTask().GetAwaiter().GetResult();
#pragma warning restore VSTHRD002
return AgentWorkflowBuilder.BuildConcurrent([knight, knave, narrator]).AsAgent(name: key);
});
// Workflow consisting of multiple specialized agents
@@ -82,8 +89,62 @@ var literatureAgent = builder.AddAIAgent("literator",
description: "An agent that helps with literature.",
chatClientServiceKey: "chat-model");
builder.AddSequentialWorkflow("science-sequential-workflow", [chemistryAgent, mathsAgent, literatureAgent]).AddAsAIAgent();
builder.AddConcurrentWorkflow("science-concurrent-workflow", [chemistryAgent, mathsAgent, literatureAgent]).AddAsAIAgent();
var scienceSequentialWorkflow = builder.AddWorkflow("science-sequential-workflow", (sp, key) =>
{
List<IHostedAgentBuilder> usedAgents = [chemistryAgent, mathsAgent, literatureAgent];
var agents = usedAgents.Select(ab => sp.GetRequiredKeyedService<AIAgent>(ab.Name));
return AgentWorkflowBuilder.BuildSequential(workflowName: key, agents: agents);
}).AddAsAIAgent();
var scienceConcurrentWorkflow = builder.AddWorkflow("science-concurrent-workflow", (sp, key) =>
{
List<IHostedAgentBuilder> usedAgents = [chemistryAgent, mathsAgent, literatureAgent];
var agents = usedAgents.Select(ab => sp.GetRequiredKeyedService<AIAgent>(ab.Name));
return AgentWorkflowBuilder.BuildConcurrent(workflowName: key, agents: agents);
}).AddAsAIAgent();
builder.AddWorkflow("nonAgentWorkflow", (sp, key) =>
{
List<IHostedAgentBuilder> usedAgents = [pirateAgentBuilder, chemistryAgent];
var agents = usedAgents.Select(ab => sp.GetRequiredKeyedService<AIAgent>(ab.Name));
return AgentWorkflowBuilder.BuildSequential(workflowName: key, agents: agents);
});
builder.Services.AddKeyedSingleton("NonAgentAndNonmatchingDINameWorkflow", (sp, key) =>
{
List<IHostedAgentBuilder> usedAgents = [pirateAgentBuilder, chemistryAgent];
var agents = usedAgents.Select(ab => sp.GetRequiredKeyedService<AIAgent>(ab.Name));
return AgentWorkflowBuilder.BuildSequential(workflowName: "random-name", agents: agents);
});
builder.Services.AddSingleton<AIAgent>(sp =>
{
var chatClient = sp.GetRequiredKeyedService<IChatClient>("chat-model");
return new ChatClientAgent(chatClient, name: "default-agent", instructions: "you are a default agent.");
});
builder.Services.AddKeyedSingleton<AIAgent>("my-di-nonmatching-agent", (sp, name) =>
{
var chatClient = sp.GetRequiredKeyedService<IChatClient>("chat-model");
return new ChatClientAgent(
chatClient,
name: "some-random-name", // demonstrating registration can be different for DI and actual agent
instructions: "you are a dependency inject agent. Tell me all about dependency injection.");
});
builder.Services.AddKeyedSingleton<AIAgent>("my-di-matchingname-agent", (sp, name) =>
{
if (name is not string nameStr)
{
throw new NotSupportedException("Name should be passed as a key");
}
var chatClient = sp.GetRequiredKeyedService<IChatClient>("chat-model");
return new ChatClientAgent(
chatClient,
name: nameStr, // demonstrating registration with the same name
instructions: "you are a dependency inject agent. Tell me all about dependency injection.");
});
var app = builder.Build();
@@ -94,8 +155,8 @@ app.UseSwaggerUI(options => options.SwaggerEndpoint("/openapi/v1.json", "Agents
app.UseExceptionHandler();
// attach a2a with simple message communication
app.MapA2A(agentName: "pirate", path: "/a2a/pirate");
app.MapA2A(agentName: "knights-and-knaves", path: "/a2a/knights-and-knaves", agentCard: new()
app.MapA2A(pirateAgentBuilder, path: "/a2a/pirate");
app.MapA2A(knightsKnavesAgentBuilder, path: "/a2a/knights-and-knaves", agentCard: new()
{
Name = "Knights and Knaves",
Description = "An agent that helps you solve the knights and knaves puzzle.",
@@ -105,15 +166,13 @@ app.MapA2A(agentName: "knights-and-knaves", path: "/a2a/knights-and-knaves", age
// Url = "http://localhost:5390/a2a/knights-and-knaves"
});
app.MapOpenAIResponses("pirate");
app.MapOpenAIResponses("knights-and-knaves");
app.MapDevUI();
app.MapOpenAIChatCompletions("pirate");
app.MapOpenAIChatCompletions("knights-and-knaves");
app.MapOpenAIResponses();
app.MapOpenAIConversations();
// workflow-agents
app.MapOpenAIResponses("science-sequential-workflow");
app.MapOpenAIResponses("science-concurrent-workflow");
app.MapOpenAIChatCompletions(pirateAgentBuilder);
app.MapOpenAIChatCompletions(knightsKnavesAgentBuilder);
// Map the agents HTTP endpoints
app.MapAgentDiscovery("/agents");
@@ -4,7 +4,7 @@
<PropertyGroup>
<OutputType>Exe</OutputType>
<TargetFramework>net9.0</TargetFramework>
<TargetFrameworks>net10.0</TargetFrameworks>
<ImplicitUsings>enable</ImplicitUsings>
<Nullable>enable</Nullable>
<IsAspireHost>true</IsAspireHost>
@@ -9,7 +9,9 @@ var azOpenAiResourceGroup = builder.AddParameterFromConfiguration("AzureOpenAIRe
var chatModel = builder.AddAIModel("chat-model").AsAzureOpenAI("gpt-4o", o => o.AsExisting(azOpenAiResource, azOpenAiResourceGroup));
var agentHost = builder.AddProject<Projects.AgentWebChat_AgentHost>("agenthost")
.WithReference(chatModel);
.WithHttpEndpoint(name: "devui")
.WithUrlForEndpoint("devui", (url) => new() { Url = "/devui", DisplayText = "Dev UI" })
.WithReference(chatModel);
builder.AddProject<Projects.AgentWebChat_Web>("webfrontend")
.WithExternalHttpEndpoints()
@@ -1,7 +1,7 @@
<Project Sdk="Microsoft.NET.Sdk">
<PropertyGroup>
<TargetFramework>net9.0</TargetFramework>
<TargetFrameworks>net10.0</TargetFrameworks>
<ImplicitUsings>enable</ImplicitUsings>
<Nullable>enable</Nullable>
<IsAspireSharedProject>true</IsAspireSharedProject>
@@ -25,7 +25,7 @@ internal sealed class A2AAgentClient : AgentClientBase
this._uri = baseUri;
}
public async override IAsyncEnumerable<AgentRunResponseUpdate> RunStreamingAsync(
public override async IAsyncEnumerable<AgentRunResponseUpdate> RunStreamingAsync(
string agentName,
IList<ChatMessage> messages,
string? threadId = null,
@@ -58,7 +58,7 @@ internal sealed class A2AAgentClient : AgentClientBase
if (a2aResponse is AgentMessage message)
{
var responseMessage = message.ToChatMessage();
if (responseMessage is not null)
if (responseMessage is { Contents.Count: > 0 })
{
results.Add(new AgentRunResponseUpdate(responseMessage.Role, responseMessage.Contents)
{
@@ -78,11 +78,7 @@ internal sealed class A2AAgentClient : AgentClientBase
foreach (var part in artifact.Parts)
{
var aiContent = ConvertPartToAIContent(part);
if (aiContent != null)
{
(aiContents ??= []).Add(aiContent);
}
(aiContents ??= []).Add(part.ToAIContent());
}
if (aiContents is not null)
@@ -126,7 +122,7 @@ internal sealed class A2AAgentClient : AgentClientBase
}
}
public async override Task<AgentCard?> GetAgentCardAsync(string agentName, CancellationToken cancellationToken = default)
public override async Task<AgentCard?> GetAgentCardAsync(string agentName, CancellationToken cancellationToken = default)
{
this._logger.LogInformation("Retrieving agent card for {Agent}", agentName);
@@ -155,20 +151,6 @@ internal sealed class A2AAgentClient : AgentClientBase
return (a2aClient, a2aCardResolver);
});
private static AIContent? ConvertPartToAIContent(Part part) =>
part switch
{
TextPart textPart => new TextContent(textPart.Text)
{
RawRepresentation = textPart
},
FilePart filePart when filePart.File is FileWithUri fileWithUrl => new HostedFileContent(fileWithUrl.Uri)
{
RawRepresentation = filePart
},
_ => null
};
private static AdditionalPropertiesDictionary? ConvertMetadataToAdditionalProperties(Dictionary<string, JsonElement>? metadata)
{
if (metadata is not { Count: > 0 })
@@ -184,22 +166,3 @@ internal sealed class A2AAgentClient : AgentClientBase
return additionalProperties;
}
}
// Extension method to convert multiple chat messages to A2A messages
internal static class ChatMessageExtensions
{
public static List<AgentMessage> ToA2AMessages(this IList<ChatMessage> chatMessages)
{
if (chatMessages is null || chatMessages.Count == 0)
{
return [];
}
var result = new List<AgentMessage>();
foreach (var chatMessage in chatMessages)
{
result.Add(chatMessage.ToA2AMessage());
}
return result;
}
}
@@ -1,7 +1,7 @@
<Project Sdk="Microsoft.NET.Sdk.Web">
<PropertyGroup>
<TargetFramework>net9.0</TargetFramework>
<TargetFrameworks>net10.0</TargetFrameworks>
<ImplicitUsings>enable</ImplicitUsings>
<Nullable>enable</Nullable>
<NoWarn>$(NoWarn);CA1812</NoWarn>
@@ -15,11 +15,4 @@
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.Abstractions\Microsoft.Agents.AI.Abstractions.csproj" />
</ItemGroup>
<!-- A2A dependency -->
<ItemGroup>
<PackageReference Include="System.Net.ServerSentEvents" VersionOverride="10.0.0-rc.2.25502.107" />
<PackageReference Include="Microsoft.Bcl.AsyncInterfaces" VersionOverride="10.0.0-rc.2.25502.107" />
</ItemGroup>
<!-- A2A dependency -->
</Project>
@@ -16,7 +16,7 @@ namespace AgentWebChat.Web;
/// </summary>
internal sealed class OpenAIChatCompletionsAgentClient(HttpClient httpClient) : AgentClientBase
{
public async override IAsyncEnumerable<AgentRunResponseUpdate> RunStreamingAsync(
public override async IAsyncEnumerable<AgentRunResponseUpdate> RunStreamingAsync(
string agentName,
IList<ChatMessage> messages,
string? threadId = null,
@@ -15,7 +15,7 @@ namespace AgentWebChat.Web;
/// </summary>
internal sealed class OpenAIResponsesAgentClient(HttpClient httpClient) : AgentClientBase
{
public async override IAsyncEnumerable<AgentRunResponseUpdate> RunStreamingAsync(
public override async IAsyncEnumerable<AgentRunResponseUpdate> RunStreamingAsync(
string agentName,
IList<ChatMessage> messages,
string? threadId = null,
@@ -23,11 +23,11 @@ internal sealed class OpenAIResponsesAgentClient(HttpClient httpClient) : AgentC
{
OpenAIClientOptions options = new()
{
Endpoint = new Uri(httpClient.BaseAddress!, $"/{agentName}/v1/"),
Endpoint = new Uri(httpClient.BaseAddress!, "/v1/"),
Transport = new HttpClientPipelineTransport(httpClient)
};
var openAiClient = new OpenAIResponseClient(model: "myModel!", credential: new ApiKeyCredential("dummy-key"), options: options).AsIChatClient();
var openAiClient = new OpenAIResponseClient(model: agentName, credential: new ApiKeyCredential("dummy-key"), options: options).AsIChatClient();
var chatOptions = new ChatOptions()
{
ConversationId = threadId
@@ -0,0 +1,10 @@
# .editorconfig
[*.cs]
# See https://github.com/Azure/azure-functions-durable-extension/issues/3173
dotnet_diagnostic.DURABLE0001.severity = none
dotnet_diagnostic.DURABLE0002.severity = none
dotnet_diagnostic.DURABLE0003.severity = none
dotnet_diagnostic.DURABLE0004.severity = none
dotnet_diagnostic.DURABLE0005.severity = none
dotnet_diagnostic.DURABLE0006.severity = none
@@ -0,0 +1,42 @@
<Project Sdk="Microsoft.NET.Sdk">
<PropertyGroup>
<TargetFrameworks>net10.0</TargetFrameworks>
<AzureFunctionsVersion>v4</AzureFunctionsVersion>
<OutputType>Exe</OutputType>
<ImplicitUsings>enable</ImplicitUsings>
<Nullable>enable</Nullable>
<!-- The Functions build tools don't like namespaces that start with a number -->
<AssemblyName>SingleAgent</AssemblyName>
<RootNamespace>SingleAgent</RootNamespace>
</PropertyGroup>
<ItemGroup>
<FrameworkReference Include="Microsoft.AspNetCore.App" />
</ItemGroup>
<!-- Azure Functions packages -->
<ItemGroup>
<PackageReference Include="Microsoft.Azure.Functions.Worker" />
<PackageReference Include="Microsoft.Azure.Functions.Worker.Extensions.DurableTask" />
<PackageReference Include="Microsoft.Azure.Functions.Worker.Extensions.DurableTask.AzureManaged" />
<PackageReference Include="Microsoft.Azure.Functions.Worker.Extensions.Http.AspNetCore" />
<PackageReference Include="Microsoft.Azure.Functions.Worker.Sdk" />
</ItemGroup>
<ItemGroup>
<PackageReference Include="Azure.AI.OpenAI" />
<PackageReference Include="Azure.Identity" />
</ItemGroup>
<!-- Local projects that should be switched to package references when using the sample outside of this MAF repo -->
<!--
<ItemGroup>
<PackageReference Include="Microsoft.Agents.AI.Hosting.AzureFunctions" />
<PackageReference Include="Microsoft.Agents.AI.OpenAI" />
</ItemGroup>
-->
<ItemGroup>
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
</ItemGroup>
</Project>
@@ -0,0 +1,37 @@
// Copyright (c) Microsoft. All rights reserved.
using Azure;
using Azure.AI.OpenAI;
using Azure.Identity;
using Microsoft.Agents.AI;
using Microsoft.Agents.AI.Hosting.AzureFunctions;
using Microsoft.Azure.Functions.Worker.Builder;
using Microsoft.Extensions.Hosting;
using OpenAI;
// Get the Azure OpenAI endpoint and deployment name from environment variables.
string endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT")
?? throw new InvalidOperationException("AZURE_OPENAI_ENDPOINT is not set.");
string deploymentName = Environment.GetEnvironmentVariable("AZURE_OPENAI_DEPLOYMENT")
?? throw new InvalidOperationException("AZURE_OPENAI_DEPLOYMENT is not set.");
// Use Azure Key Credential if provided, otherwise use Azure CLI Credential.
string? azureOpenAiKey = System.Environment.GetEnvironmentVariable("AZURE_OPENAI_KEY");
AzureOpenAIClient client = !string.IsNullOrEmpty(azureOpenAiKey)
? new AzureOpenAIClient(new Uri(endpoint), new AzureKeyCredential(azureOpenAiKey))
: new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential());
// Set up an AI agent following the standard Microsoft Agent Framework pattern.
const string JokerName = "Joker";
const string JokerInstructions = "You are good at telling jokes.";
AIAgent agent = client.GetChatClient(deploymentName).CreateAIAgent(JokerInstructions, JokerName);
// Configure the function app to host the AI agent.
// This will automatically generate HTTP API endpoints for the agent.
using IHost app = FunctionsApplication
.CreateBuilder(args)
.ConfigureFunctionsWebApplication()
.ConfigureDurableAgents(options => options.AddAIAgent(agent))
.Build();
app.Run();
@@ -0,0 +1,89 @@
# 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](../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):
```bash
curl -X POST http://localhost:7071/api/agents/Joker/run \
-H "Content-Type: text/plain" \
-d "Tell me a joke about a pirate."
```
PowerShell:
```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:
```bash
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:
```bash
curl -X POST "http://localhost:7071/api/agents/Joker/run?thread_id=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:
```text
Why don't pirates ever learn the alphabet? Because they always get stuck at "C"!
```
The expected `application/json` output will look something like:
```json
{
"status": 200,
"thread_id": "ee6e47a0-f24b-40b1-ade8-16fcebb9eb40",
"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
}
}
}
```
@@ -0,0 +1,8 @@
# Default endpoint address for local testing
@authority=http://localhost:7071
### Prompt the agent
POST {{authority}}/api/agents/Joker/run
Content-Type: text/plain
Tell me a joke about a pirate.
@@ -0,0 +1,20 @@
{
"version": "2.0",
"logging": {
"logLevel": {
"Microsoft.Agents.AI.DurableTask": "Information",
"Microsoft.Agents.AI.Hosting.AzureFunctions": "Information",
"DurableTask": "Information",
"Microsoft.DurableTask": "Information"
}
},
"extensions": {
"durableTask": {
"hubName": "default",
"storageProvider": {
"type": "AzureManaged",
"connectionStringName": "DURABLE_TASK_SCHEDULER_CONNECTION_STRING"
}
}
}
}
@@ -0,0 +1,10 @@
{
"IsEncrypted": false,
"Values": {
"FUNCTIONS_WORKER_RUNTIME": "dotnet-isolated",
"AzureWebJobsStorage": "UseDevelopmentStorage=true",
"DURABLE_TASK_SCHEDULER_CONNECTION_STRING": "Endpoint=http://localhost:8080;TaskHub=default;Authentication=None",
"AZURE_OPENAI_ENDPOINT": "<AZURE_OPENAI_ENDPOINT>",
"AZURE_OPENAI_DEPLOYMENT": "<AZURE_OPENAI_DEPLOYMENT>"
}
}
@@ -0,0 +1,42 @@
<Project Sdk="Microsoft.NET.Sdk">
<PropertyGroup>
<TargetFrameworks>net10.0</TargetFrameworks>
<AzureFunctionsVersion>v4</AzureFunctionsVersion>
<OutputType>Exe</OutputType>
<ImplicitUsings>enable</ImplicitUsings>
<Nullable>enable</Nullable>
<!-- The Functions build tools don't like namespaces that start with a number -->
<AssemblyName>AgentOrchestration_Chaining</AssemblyName>
<RootNamespace>AgentOrchestration_Chaining</RootNamespace>
</PropertyGroup>
<ItemGroup>
<FrameworkReference Include="Microsoft.AspNetCore.App" />
</ItemGroup>
<!-- Azure Functions packages -->
<ItemGroup>
<PackageReference Include="Microsoft.Azure.Functions.Worker" />
<PackageReference Include="Microsoft.Azure.Functions.Worker.Extensions.DurableTask" />
<PackageReference Include="Microsoft.Azure.Functions.Worker.Extensions.DurableTask.AzureManaged" />
<PackageReference Include="Microsoft.Azure.Functions.Worker.Extensions.Http.AspNetCore" />
<PackageReference Include="Microsoft.Azure.Functions.Worker.Sdk" />
</ItemGroup>
<ItemGroup>
<PackageReference Include="Azure.AI.OpenAI" />
<PackageReference Include="Azure.Identity" />
</ItemGroup>
<!-- Local projects that should be switched to package references when using the sample outside of this MAF repo -->
<!--
<ItemGroup>
<PackageReference Include="Microsoft.Agents.AI.Hosting.AzureFunctions" />
<PackageReference Include="Microsoft.Agents.AI.OpenAI" />
</ItemGroup>
-->
<ItemGroup>
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
</ItemGroup>
</Project>
@@ -0,0 +1,92 @@
// Copyright (c) Microsoft. All rights reserved.
using System.Net;
using System.Text.Json;
using Microsoft.Agents.AI;
using Microsoft.Agents.AI.DurableTask;
using Microsoft.Azure.Functions.Worker;
using Microsoft.Azure.Functions.Worker.Http;
using Microsoft.DurableTask;
using Microsoft.DurableTask.Client;
namespace AgentOrchestration_Chaining;
public static class FunctionTriggers
{
public sealed record TextResponse(string Text);
[Function(nameof(RunOrchestrationAsync))]
public static async Task<string> RunOrchestrationAsync([OrchestrationTrigger] TaskOrchestrationContext context)
{
DurableAIAgent writer = context.GetAgent("WriterAgent");
AgentThread writerThread = writer.GetNewThread();
AgentRunResponse<TextResponse> initial = await writer.RunAsync<TextResponse>(
message: "Write a concise inspirational sentence about learning.",
thread: writerThread);
AgentRunResponse<TextResponse> refined = await writer.RunAsync<TextResponse>(
message: $"Improve this further while keeping it under 25 words: {initial.Result.Text}",
thread: writerThread);
return refined.Result.Text;
}
// POST /singleagent/run
[Function(nameof(StartOrchestrationAsync))]
public static async Task<HttpResponseData> StartOrchestrationAsync(
[HttpTrigger(AuthorizationLevel.Anonymous, "post", Route = "singleagent/run")] HttpRequestData req,
[DurableClient] DurableTaskClient client)
{
string instanceId = await client.ScheduleNewOrchestrationInstanceAsync(
orchestratorName: nameof(RunOrchestrationAsync));
HttpResponseData response = req.CreateResponse(HttpStatusCode.Accepted);
await response.WriteAsJsonAsync(new
{
message = "Single-agent orchestration started.",
instanceId,
statusQueryGetUri = GetStatusQueryGetUri(req, instanceId),
});
return response;
}
// GET /singleagent/status/{instanceId}
[Function(nameof(GetOrchestrationStatusAsync))]
public static async Task<HttpResponseData> GetOrchestrationStatusAsync(
[HttpTrigger(AuthorizationLevel.Anonymous, "get", Route = "singleagent/status/{instanceId}")] HttpRequestData req,
string instanceId,
[DurableClient] DurableTaskClient client)
{
OrchestrationMetadata? status = await client.GetInstanceAsync(
instanceId,
getInputsAndOutputs: true,
req.FunctionContext.CancellationToken);
if (status is null)
{
HttpResponseData notFound = req.CreateResponse(HttpStatusCode.NotFound);
await notFound.WriteAsJsonAsync(new { error = "Instance not found" });
return notFound;
}
HttpResponseData response = req.CreateResponse(HttpStatusCode.OK);
await response.WriteAsJsonAsync(new
{
instanceId = status.InstanceId,
runtimeStatus = status.RuntimeStatus.ToString(),
input = status.SerializedInput is not null ? (object)status.ReadInputAs<JsonElement>() : null,
output = status.SerializedOutput is not null ? (object)status.ReadOutputAs<JsonElement>() : null,
failureDetails = status.FailureDetails
});
return response;
}
private static string GetStatusQueryGetUri(HttpRequestData req, string instanceId)
{
// NOTE: This can be made more robust by considering the value of
// request headers like "X-Forwarded-Host" and "X-Forwarded-Proto".
string authority = $"{req.Url.Scheme}://{req.Url.Authority}";
return $"{authority}/api/singleagent/status/{instanceId}";
}
}
@@ -0,0 +1,40 @@
// Copyright (c) Microsoft. All rights reserved.
using Azure;
using Azure.AI.OpenAI;
using Azure.Identity;
using Microsoft.Agents.AI;
using Microsoft.Agents.AI.Hosting.AzureFunctions;
using Microsoft.Azure.Functions.Worker.Builder;
using Microsoft.Extensions.Hosting;
using OpenAI;
// Get the Azure OpenAI endpoint and deployment name from environment variables.
string endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT")
?? throw new InvalidOperationException("AZURE_OPENAI_ENDPOINT is not set.");
string deploymentName = Environment.GetEnvironmentVariable("AZURE_OPENAI_DEPLOYMENT")
?? throw new InvalidOperationException("AZURE_OPENAI_DEPLOYMENT is not set.");
// Use Azure Key Credential if provided, otherwise use Azure CLI Credential.
string? azureOpenAiKey = System.Environment.GetEnvironmentVariable("AZURE_OPENAI_KEY");
AzureOpenAIClient client = !string.IsNullOrEmpty(azureOpenAiKey)
? new AzureOpenAIClient(new Uri(endpoint), new AzureKeyCredential(azureOpenAiKey))
: new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential());
// Single agent used by the orchestration to demonstrate sequential calls on the same thread.
const string WriterName = "WriterAgent";
const string WriterInstructions =
"""
You refine short pieces of text. When given an initial sentence you enhance it;
when given an improved sentence you polish it further.
""";
AIAgent writerAgent = client.GetChatClient(deploymentName).CreateAIAgent(WriterInstructions, WriterName);
using IHost app = FunctionsApplication
.CreateBuilder(args)
.ConfigureFunctionsWebApplication()
.ConfigureDurableAgents(options => options.AddAIAgent(writerAgent))
.Build();
app.Run();
@@ -0,0 +1,59 @@
# Single Agent Orchestration Sample
This sample demonstrates how to use the Durable Agent Framework (DAFx) to create a simple Azure Functions app that orchestrates sequential calls to a single AI agent using the same conversation thread for context continuity.
## Key Concepts Demonstrated
- Orchestrating multiple interactions with the same agent in a deterministic order
- Using the same `AgentThread` across multiple calls to maintain conversational context
- Durable orchestration with automatic checkpointing and resumption from failures
- HTTP API integration for starting and monitoring orchestrations
## Environment Setup
See the [README.md](../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 start the orchestration.
You can use the `demo.http` file to start the orchestration, or a command line tool like `curl` as shown below:
Bash (Linux/macOS/WSL):
```bash
curl -X POST http://localhost:7071/api/singleagent/run
```
PowerShell:
```powershell
Invoke-RestMethod -Method Post -Uri http://localhost:7071/api/singleagent/run
```
The response will be a JSON object that looks something like the following, which indicates that the orchestration has started.
```json
{
"message": "Single-agent orchestration started.",
"instanceId": "86313f1d45fb42eeb50b1852626bf3ff",
"statusQueryGetUri": "http://localhost:7071/api/singleagent/status/86313f1d45fb42eeb50b1852626bf3ff"
}
```
The orchestration will proceed to run the WriterAgent twice in sequence:
1. First, it writes an inspirational sentence about learning
2. Then, it refines the initial output using the same conversation thread
Once the orchestration has completed, you can get the status of the orchestration by sending a GET request to the `statusQueryGetUri` URL. The response will be a JSON object that looks something like the following:
```json
{
"failureDetails": null,
"input": null,
"instanceId": "86313f1d45fb42eeb50b1852626bf3ff",
"output": "Learning serves as the key, opening doors to boundless opportunities and a brighter future.",
"runtimeStatus": "Completed"
}
```
@@ -0,0 +1,3 @@
### Start the single-agent orchestration
POST http://localhost:7071/api/singleagent/run
@@ -0,0 +1,20 @@
{
"version": "2.0",
"logging": {
"logLevel": {
"Microsoft.Agents.AI.DurableTask": "Information",
"Microsoft.Agents.AI.Hosting.AzureFunctions": "Information",
"DurableTask": "Information",
"Microsoft.DurableTask": "Information"
}
},
"extensions": {
"durableTask": {
"hubName": "default",
"storageProvider": {
"type": "AzureManaged",
"connectionStringName": "DURABLE_TASK_SCHEDULER_CONNECTION_STRING"
}
}
}
}
@@ -0,0 +1,10 @@
{
"IsEncrypted": false,
"Values": {
"FUNCTIONS_WORKER_RUNTIME": "dotnet-isolated",
"AzureWebJobsStorage": "UseDevelopmentStorage=true",
"DURABLE_TASK_SCHEDULER_CONNECTION_STRING": "Endpoint=http://localhost:8080;TaskHub=default;Authentication=None",
"AZURE_OPENAI_ENDPOINT": "<AZURE_OPENAI_ENDPOINT>",
"AZURE_OPENAI_DEPLOYMENT": "<AZURE_OPENAI_DEPLOYMENT>"
}
}

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