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Author SHA1 Message Date
Shyju Krishnankutty 52da946efd minor tweaks 2026-01-23 10:16:31 -08:00
Shyju Krishnankutty 859ac0939d Minor cleanup 2026-01-23 07:48:31 -08:00
Shyju Krishnankutty c40e5a9020 Fid http URL for test 2026-01-23 07:05:02 -08:00
Shyju Krishnankutty 12256b59aa Working demos 2026-01-22 22:09:33 -08:00
Shyju Krishnankutty 04fdf25019 Conditional edge routing sample. 2026-01-22 21:27:53 -08:00
Shyju Krishnankutty 29fb22f7d8 Minor cleanup 2026-01-22 17:11:30 -08:00
Shyju Krishnankutty 38fc0b8e08 Remove unused files. 2026-01-22 09:16:11 -08:00
Shyju Krishnankutty 34114f8d7b Cleanup 2026-01-21 20:19:23 -08:00
Shyju Krishnankutty 38c8f3ec18 minor cleanup. 2026-01-21 17:55:21 -08:00
Shyju Krishnankutty 6a49da6f1c Minor cleanup. MCP tool works. 2026-01-21 17:39:53 -08:00
Shyju Krishnankutty d3bfbcbf52 WIP-Run workflow as mcp tool. 2026-01-21 15:28:24 -08:00
Shyju Krishnankutty 588e0bc0b2 WIP 2026-01-21 10:49:10 -08:00
Shyju Krishnankutty 00650f2525 Minor cleanups 2026-01-20 20:20:15 -08:00
Shyju Krishnankutty 530f8b389a Move relevant stuff to DurableTask project from Hosting.AzureFunctions 2026-01-20 16:22:19 -08:00
Shyju Krishnankutty 8c3182e4e8 Shared state support using durable entity. 2026-01-20 08:56:12 -08:00
Shyju Krishnankutty 5ddb4cd546 Register one orchestration per workflow. 2026-01-15 16:26:20 -08:00
Shyju Krishnankutty 50662c3415 Minor cleanup/reorg 2026-01-15 15:15:08 -08:00
Shyju Krishnankutty 6fbb4dcb87 Minor cleanups 2026-01-15 11:43:28 -08:00
Shyju Krishnankutty ff230c86ce cleanup 2026-01-15 11:10:46 -08:00
Shyju Krishnankutty 6e029eb039 WIP 2026-01-15 07:49:07 -08:00
Shyju Krishnankutty defb533b95 working e2e orchestration completion. 2026-01-14 16:18:21 -08:00
Shyju Krishnankutty 7f22a87a24 WIP. runs all executors/agents in workflow sequantially. 2026-01-14 12:34:10 -08:00
Shyju Krishnankutty 4340f37e97 wip 2026-01-13 19:38:26 -08:00
Shyju Krishnankutty aea354b09c WIP 2026-01-12 17:27:31 -08:00
Shyju Krishnankutty da6b2534c2 WIP 2026-01-12 09:06:27 -08:00
Evan MattsonandGitHub 6445b6b3a6 Python: Fix AzureAIClient tool call bug for AG-UI use (#3148)
* Fiz AzureAIClient tool call bug

* Address copilot feedback
2026-01-09 18:53:15 +00:00
Evan MattsonandGitHub d28ad2d7df Track agent name with updates for workflow agent (#3146) 2026-01-09 08:23:32 +00:00
Evan MattsonandGitHub 88968da0bd Python: fix(ag-ui): Execute tools with approval_mode, fix shared state, code cleanup (#3079)
* fix(ag-ui): execute tools after approval in human-in-the-loop flow

* Fix shared state bug

* Bug fix finalized

* Refactoring to clean up code

* Code cleanup

* More fixes

* More code cleanup

* Add version detection in __init__.py to ruff ignore list
2026-01-09 03:08:05 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>ChrisMark WallaceDmytro Struk
50d34aec91 .NET: Bump Microsoft.Agents.AI.OpenAI and Microsoft.Extensions.AI.OpenAI (#2996)
* Bump Microsoft.Agents.AI.OpenAI and Microsoft.Extensions.AI.OpenAI

Bumps Microsoft.Agents.AI.OpenAI from 1.0.0-preview.251125.1 to 1.0.0-preview.251219.1
Bumps Microsoft.Extensions.AI.OpenAI from 10.1.0-preview.1.25608.1 to 10.1.1-preview.1.25612.2

---
updated-dependencies:
- dependency-name: Microsoft.Agents.AI.OpenAI
  dependency-version: 1.0.0-preview.251219.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
- dependency-name: Microsoft.Extensions.AI.OpenAI
  dependency-version: 10.1.1-preview.1.25612.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
- dependency-name: Microsoft.Agents.AI.OpenAI
  dependency-version: 1.0.0-preview.251219.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
- dependency-name: Microsoft.Extensions.AI.OpenAI
  dependency-version: 10.1.1-preview.1.25612.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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

* Fixed samples

---------

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2026-01-08 23:45:32 +00:00
Dmytro StrukandGitHub 13a5b70703 Updated package versions (#3144) 2026-01-08 22:19:44 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
9c04196491 Bump js-yaml from 4.1.0 to 4.1.1 in /python/packages/devui/frontend (#3123)
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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2026-01-08 20:49:49 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>Chris
01c5aabda5 Bump Google.GenAI from 0.6.0 to 0.9.0 (#2995)
---
updated-dependencies:
- dependency-name: Google.GenAI
  dependency-version: 0.9.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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2026-01-08 20:12:20 +00:00
CopilotGitHubeavanvalkenburgcopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>eavanvalkenburg
3f7ea350dc Python: Add tool call/result content types and update connectors and samples (#2971)
* Add new AI content types and image tool support

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Add Python content types for tool calls/results and image generation tool support

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Address review feedback for tool content and samples

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Tighten image generation typing and sample tools list

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Align image generation output typing

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Handle MCP naming, image options mapping, and connector tool content

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Allow MCP call in function approval request

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Remove raw image_generation tool remapping

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Restore Anthropic tool_use to function calls unless code execution

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Fix lint issues for hosted file docstring and MCP parsing

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Import ChatResponse types in Anthropic client

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Fix Anthropics citation type imports and MCP typing for handoff/tools

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Skip lightning tests without agentlightning and fix function call import

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* fix lint on lab package

* rebuilt anthropic parsing

* redid anthropic parsing

* typo

* updated parsing and added missing docstrings

* fix tests

* mypy fixes

* second mypy fix

* add new class to other samples

---------

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2026-01-08 19:46:32 +00:00
CopilotGitHubwestey-mcopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
92435c6ab5 .NET: Add Run overloads to expose ChatClientAgentRunOptions in IntelliSense (#3115)
* Initial plan

* Add ChatClientAgentExtensions for improved discoverability of ChatClientAgentRunOptions

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

* Address code review feedback - use collection expression syntax

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

* Apply suggestion from @westey-m

* Fix issues with Copilot implementation

* Add additional tests for structured output overloads.

---------

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2026-01-08 19:25:47 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>ChrisSergeyMenshykh
f6086e4ccd Bump Microsoft.Agents.AI.Workflows from 1.0.0-preview.251125.1 to 1.0.0-preview.251219.1 (#2997)
---
updated-dependencies:
- dependency-name: Microsoft.Agents.AI.Workflows
  dependency-version: 1.0.0-preview.251219.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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2026-01-08 17:55:43 +00:00
Jacob AlberandGitHub 99fac4ca56 .NET: fix: Expose WorkflowErrorEvent as ErrorContent (#2762)
* fix: Expose WorkflowErrorEvent as ErrorContent

When hosted using .AsAgent(), Workflows were not exposing inner errors coming as Exceptions (through the WorkflowErrorEvent)

The fix is to convert their message to an ErrorContent on the way out, rather than rely on the default "empty update" to collect the raw event.

* feat: Add a way to show/suppress exception information
2026-01-08 17:34:05 +00:00
7aa72f6fdb .NET: [Breaking] Prevent loss of input messages & streamed updates when resuming streaming (#2748)
* save input messages and stream updates to the continuation token to be able to use them in the last successful stream resumption call.

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

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

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

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

* Update dotnet/tests/Microsoft.Agents.AI.UnitTests/ChatClient/ChatClientAgent_BackgroundResponsesTests.cs

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

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

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

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

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

* fix typo

* init continuation token from chat response

* remove unnecessary types for source generation

* remove check for continuation token passed at initial run

* remove check for continuation token pass at initial run

* centralize continuation token parsing

* update xml comments

* use readonly collection instead of enumerable

---------

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2026-01-08 17:31:13 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>Chris
49cecf324c Bump Anthropic from 12.0.0 to 12.0.1 (#2993)
---
updated-dependencies:
- dependency-name: Anthropic
  dependency-version: 12.0.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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2026-01-08 17:00:29 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>Chris
b88b2c3190 Bump AWSSDK.Extensions.Bedrock.MEAI from 4.0.5 to 4.0.5.1 (#2994)
---
updated-dependencies:
- dependency-name: AWSSDK.Extensions.Bedrock.MEAI
  dependency-version: 4.0.5.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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2026-01-08 17:00:12 +00:00
SukeeshandGitHub ab493af110 Python: Fix Anthropic streaming response bugs (#3141)
* test commit identity

* fix(anthropic): fix raw_representation and finish_reason in streaming

* lint fix
2026-01-08 16:22:52 +00:00
SergeyMenshykhandGitHub 33888641ec .NET: Map additional props <-> A2A metadata (#3137)
* map additional props from agent run options to a2a request metadata

* small touches

* add unit tests for new extension methods

* Sort using

* add unit test

* add additiona unit tests

* special case json element to avoid unnecessary serialization
2026-01-08 14:05:16 +00:00
westeyandGitHub 299a5110ed Make A2AAgent public, so that it's concrete implementation methods can be used. (#3119) 2026-01-08 11:27:41 +00:00
Evan MattsonandGitHub f508f1d6da Python: Bump python version to 1.0.0b260107 for a release (#3128)
* Bump python version to 1.0.0b260107 for a release

* Update changelog
2026-01-08 08:49:28 +09:00
Evan MattsonandGitHub e9d97ce6b7 Python: fix(azure-ai): Fix response_format handling for structured outputs (#3114)
* fix(azure-ai): read response_format from chat_options instead of run_options

* refactor: use explicit None checks for response_format

* Fix mypy error

* Mypy fix
2026-01-07 23:11:28 +00:00
Gavin AguiarandGitHub f4ab586f11 Python: Streaming sample for azurefunctions (#3057)
* Streaming sample for azurefunctions

* Fixed links and sample name

* Addressed feedback

* Addressed feedback

* Fixed integration tests

* Updated test
2026-01-07 22:20:42 +00:00
Eduard van ValkenburgandGitHub a118fd5c07 updated templates (#3106)
* updated templates

* enabled blank and fixed triage

* made language optional and moved to the bottom for features
2026-01-07 15:39:31 +00:00
Mark WallaceandGitHub 521f04632d Enable blank issues in issue template configuration
Need to re-enable creating blank issues
2026-01-07 14:55:43 +00:00
dd69cabc67 .NET: Seal factory contexts and add non JSO deserialize overloads (#3066)
* Seal factory contexts and add non JSO deserialize overloads

* Apply suggestions from code review

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

---------

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2026-01-07 11:40:39 +00:00
Victor DibiaandGitHub 2e1189ca65 Python: Improve DevUI, add Context Inspector view as new tab under traces (#2742)
* Improve DevUI, add Context Inspector view as new tab under traces

* fix mypy errors

* fix: Handle stale MCP connections in DevUI executor

MCP tools can become stale when HTTP streaming responses end - the underlying
stdio streams close but `is_connected` remains True. This causes subsequent
requests to fail with `ClosedResourceError`.

Add `_ensure_mcp_connections()` to detect and reconnect stale MCP tools before
agent execution. This is a workaround for an upstream Agent Framework issue
where connection state isn't properly tracked.

Fixes MCP tools failing on second HTTP request in DevUI.

fixes  #1476 #1515 #2865

* fix #1572 report import dependency errors more clearly

* Ensure there is streaming toggle where users can select streaming vs non streaming mode in devui . Fixes .NET: [Python] DevUI tool call rendering in non-streaming mode?

* remove unused dead code

* improve ux - workflows with agents show a chat component in execution timelien, also ensure magentic final output shows correctly

* update ui build

* update devui to use instrumentation instead of tracing, other instrumentation and type/instance check fixes
2026-01-07 08:26:08 +00:00
claude89757andGitHub db283cd396 Python: Fix MCP tool result serialization for list[TextContent] (#2523)
* Fix MCP tool result serialization for list[TextContent]

When MCP tools return results containing list[TextContent], they were
incorrectly serialized to object repr strings like:
'[<agent_framework._types.TextContent object at 0x...>]'

This fix properly extracts text content from list items by:
1. Checking if items have a 'text' attribute (TextContent)
2. Using model_dump() for items that support it
3. Falling back to str() for other types
4. Joining single items as plain text, multiple items as JSON array

Fixes #2509

* Address PR review feedback for MCP tool result serialization

- Extract serialize_content_result() to shared _utils.py
- Fix logic: use texts[0] instead of join for single item
- Add type annotation: texts: list[str] = []
- Return empty string for empty list instead of '[]'
- Move import json to file top level
- Add comprehensive unit tests for serialization

* Address PR review feedback: fix type checking and double serialization

- Add isinstance(item.text, str) check to ensure text attribute is a string
- Fix double-serialization issue by keeping model_dump results as dicts
  until final json.dumps (removes escaped JSON strings in arrays)
- Improve docstring with detailed return value documentation
- Add test for non-string text attribute handling
- Add tests for list type tool results in _events.py path

* Simplify PR: minimal changes to fix MCP tool result serialization

Addresses reviewer feedback about excessive refactoring:
- Reset _events.py to original structure
- Only add import and use serialize_content_result in one location
- All review comments addressed in serialize_content_result():
  - Added isinstance(item.text, str) check
  - Use model_dump(mode="json") to avoid double-serialization
  - Improved docstring with explicit return value documentation
  - Empty list returns "" instead of "[]"

* Refactor: Move MCP TextContent serialization to core prepare_function_call_results

Per reviewer feedback, moved the TextContent serialization logic from
ag-ui's serialize_content_result to the core package's
prepare_function_call_results function.

Changes:
- Added handling for objects with 'text' attribute (like MCP TextContent)
  in _prepare_function_call_results_as_dumpable
- Removed serialize_content_result from ag-ui/_utils.py
- Updated _events.py and _message_adapters.py to use
  prepare_function_call_results from core package
- Updated tests to match the core function's behavior

* Fix failing tests for prepare_function_call_results behavior

- test_tool_result_with_none: Update expected value to 'null' (JSON serialization of None)
- test_tool_result_with_model_dump_objects: Use Pydantic BaseModel instead of plain class

* Fix B903 linter error: Convert MockTextContent to dataclass

The ruff linter was reporting B903 (class could be dataclass or namedtuple)
for the MockTextContent test helper classes. This commit converts them to
dataclasses to satisfy the linter check.
2026-01-07 00:47:26 +00:00
Evan MattsonandGitHub f49e537721 Bump Bedrock version to latest (#3110) 2026-01-07 09:34:02 +09:00
Evan MattsonandGitHub 202f557c71 Bump versions to 1.0.0b260106 for a release. Update CHANGELOG.md (#3109) 2026-01-07 00:09:49 +00:00
Giles OdigweandGitHub ea370f8ff6 sharepoint sample fix (#3108) 2026-01-06 22:57:54 +00:00
Evan MattsonandGitHub 24c822590f fix: tool_choice parameter not being honored when passed to agent.run() (#3095) 2026-01-06 22:51:20 +00:00
CopilotGitHubwestey-mcopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>Mark WallaceChris
953fde69ac .NET: Fix message ordering inconsistency when using AIContextProvider (#2659)
* Initial plan

* Fix message ordering inconsistency when using AIContextProvider

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

* Revert to original message ordering: Input, AIContextProvider, Response

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

* Reorder messages to ChatClient to match MessageStore order: Existing, Input, AIContextProvider

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

* Remove redundant test methods as existing tests already verify the behavior

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

---------

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Co-authored-by: Mark Wallace <127216156+markwallace-microsoft@users.noreply.github.com>
Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
2026-01-06 15:39:42 +00:00
westeyandGitHub 7a05849609 Fix broken strands urls. (#3102)
* Fix broken strands urls.

* Fix typos
2026-01-06 14:55:29 +00:00
CopilotGitHubSergeyMenshykhcopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
0aa0579b1b .NET: Seal ChatClientAgentThread (#2842)
* Initial plan

* Seal ChatClientAgentThread class

Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>

---------

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2026-01-06 10:44:13 +00:00
Evan MattsonandGitHub 844d345106 Python: Fix ExecutorInvokedEvent and ExecutorCompletedEvent observability data (#3090)
* Fix ExecutorInvokedEvent.data mutation bug

* Fix bug related to not yielding output type
2026-01-06 09:12:26 +00:00
takanori-teraiandGitHub ed5278c41d Fix: Update OTLP exporter protocol conditions (#3070) 2026-01-06 04:45:29 +00:00
Evan MattsonandGitHub 928c9d54ad Python: Fix AzureAIClient failure when conversation history contains assistant messages (#3076)
* Fix AzureAIClient failure when conversation history contains assistant messages

* Address PR review feedback: improve docstring and test assertions

* Remove redundant cast
2026-01-05 22:05:46 +00:00
westeyandGitHub 0aba02c402 [BREAKING] Remove unused AgentThreadMetadata (#3067)
* Remove unused AgentThreadMetadata

* Update DurableTask Changelog
2026-01-05 14:03:18 +00:00
3ef67eff10 .NET: [BREAKING] Refactor ChatMessageStore methods to be similar to AIContextProvider and add filtering support (#2604)
* Refactor ChatMessageStore methods to be similar to AIContextProvider

* Fix file encoding

* Ensure that AIContextProvider messages area also persisted.

* Update formatting and seal context classes

* Improve formatting

* Remove optional messages from constructor and add unit test

* Add ChatMessageStore filtering via a decorator

* Update sample and cosmos message store to store AIContextProvider messages in right order. Fix unit tests.

* Update Workflowmessage store to use aicontext provider messages.

* Apply suggestions from code review

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

* Apply suggestions from code review

Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>

* Improve xml docs messaging

* Address code review comments.

* Also notify message store on failure

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
2026-01-05 11:51:15 +00:00
Eduard van ValkenburgandGitHub deea844bc7 fix and extra int test (#3037) 2026-01-05 04:35:10 +00:00
Eduard van ValkenburgandGitHub 577ad4b838 add issue template and additional labeling (#3006) 2026-01-05 01:32:33 +00:00
CopilotGitHubSergeyMenshykhcopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>SergeyMenshykhChris
8b4f7d5e29 .NET: [Breaking] Introduce RunCoreAsync/RunCoreStreamingAsync delegation pattern in AIAgent (#2749)
* Initial plan

* Refactor AIAgent: Make RunAsync and RunStreamingAsync non-abstract, add RunCoreAsync and RunCoreStreamingAsync

Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>

* Fix infinite recursion in test implementations

Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>

* Make RunAsync and RunStreamingAsync non-virtual as requested

Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>

* Fix DelegatingAIAgent subclasses to use RunCoreAsync/RunCoreStreamingAsync

Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>

* Fix XML documentation references in AnonymousDelegatingAIAgent

Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>

* Restore <see cref> tags with proper qualified signatures in AnonymousDelegatingAIAgent

Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>

* Rollback unnecessary XML documentation changes in AnonymousDelegatingAIAgent

Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>

* Remove pragma and update crefs to RunCoreAsync/RunCoreStreamingAsync

Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>

* Fix EntityAgentWrapper to call base.RunCoreAsync/RunCoreStreamingAsync

Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>

* fix compilation issues

* fix compilatio issue

* fix tests

* fix unit tests

* fix unit test

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
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Co-authored-by: SergeyMenshykh <sergemenshikh@gmail.com>
Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
2025-12-30 12:24:09 +00:00
Eduard van ValkenburgandGitHub 4b8a545589 Python: add powerfx safe mode (#3028)
* add powerfx safe mode

* improved docstring and aligned env_file loading

* ensured test uses reset
2025-12-23 20:12:50 +00:00
Dmytro StrukandGitHub 5ab47596ff Python: Updated package versions (#3024)
* Updated package versions

* Updated changelog
2025-12-23 16:04:53 +00:00
Eduard van ValkenburgandGitHub a32702cf38 Python: latency improvements (#3014)
* latency improvements

* fixed mypy, added coding standards and instructions

* slight logic improvement
2025-12-23 16:04:34 +00:00
8b743af217 Fix typo in README.md about agent definitions (#2634)
* Fix typo in README.md about agent definitions

* Update agent-samples/README.md

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>
2025-12-22 14:39:52 +00:00
Chris GillumandGitHub 0e152a0e33 .NET: [Durable Agents] Reliable streaming sample (#2942)
* .NET: [Durable Agents] Reliable streaming sample

* Add automated validation for new sample

* Address Copilot PR feedback
2025-12-19 23:43:36 +00:00
3b77192ad0 Python: Introducing support for Bedrock-hosted models (Anthropic, Cohere, etc.) (#2610)
* Pushing the bedrock related changes to the new branch after addressing the review comments

* 2524 Addressed the second round review comments

* 2524 Addressed few more minor comments on the PR

* resolving the merge conflict

* 2524 resolved the uv.lock conflicts

* 2524 addressed more comments

* 2524 removed the print statement to fix the checks failure

* 2524 resolved the CI failure issues

* 2524 fixing the CI breaks

* 2524 Addressed the review comment

* 2524 resolved conflict

---------

Co-authored-by: Sunil Dutta <sunil.dutta@penske.com>
Co-authored-by: budgetboardingai <apurva.sharma31@gmail.com>
2025-12-19 18:35:53 +00:00
Hao LuoandGitHub defe0f1a89 Python: Added response.created and response.in_progress event process to OpenAIBaseResponseClient (#2975)
* added response.created and response.in_progress to include response.id

* better doc string

* added tests for the new streaming event types
2025-12-19 17:50:15 +00:00
SuperKenVeryandGitHub 85d70f01f6 Python: Preserve reasoning blocks with OpenRouter (#2950)
* Preserve reasoning blocks with OpenRouter

* Put encrypted reasoning in TextReasoningContent

* Remove unneccessary change

* Fix docs

* Support streaming

* Fix handling None in TextReasoningContent.text
2025-12-19 17:03:19 +00:00
Giles OdigweandGitHub 6930c0f0b6 Python: Added GitHub MCP sample with PAT (#2967)
* added github mcp sample with PAT

* addressed copilot fixes

* env fix
2025-12-19 16:46:12 +00:00
Dmytro StrukandGitHub d83cf93f07 Updated package versions (#2978) 2025-12-19 16:16:49 +00:00
Eduard van ValkenburgandGitHub 8783ac58f1 Python: Introducing Foundry Local Chat Clients (#2915)
* redo foundry local chat client

* fix mypy and spelling

* better docstring, updated sample

* fixed tests and added tests

* small sample update
2025-12-19 16:05:55 +00:00
Evan MattsonandGitHub e15eab7da6 Python: Bump Py version to 1.0.0b251218 for a release. Update CHANGELOG (#2968)
* Bump Py version to 1.0.0b251218 for a release. Update CHANGELOG

* update lock

* Fix formatting

* Fix ChatKit typing
2025-12-19 01:31:57 +00:00
Jacob ViauandGitHub 19a9e13788 .NET: Use GrpcEntityRunner instead of TaskEntityDispatcher (#2759)
* Use GrpcEntityRunner instead of TaskEntityDispatcher

* Pin to Durable worker 1.11.0

* Set the invocation result

* Update all Durable packages

* Update changelog, rename dispatcher to encondedEntityRequest
2025-12-19 00:55:33 +00:00
Evan MattsonandGitHub b0a7a1fcb8 Python: Fix WorkflowAgent event handling and kwargs forwarding (#2946)
* Fix kwargs propagation through workflow.as_agent()

* Fix WorkflowAgent to respect AgentExecutor output_response setting
2025-12-18 19:35:07 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>Chris
a841bdd1cc Bump Azure.AI.AgentServer.AgentFramework from 1.0.0-beta.4 to 1.0.0-beta.5 (#2854)
---
updated-dependencies:
- dependency-name: Azure.AI.AgentServer.AgentFramework
  dependency-version: 1.0.0-beta.5
  dependency-type: direct:production
  update-type: version-update:semver-patch
- dependency-name: Azure.AI.AgentServer.AgentFramework
  dependency-version: 1.0.0-beta.5
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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2025-12-18 18:36:13 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>Mark Wallace
d46adffe6c Bump AWSSDK.Extensions.Bedrock.MEAI from 4.0.4.11 to 4.0.5 (#2853)
---
updated-dependencies:
- dependency-name: AWSSDK.Extensions.Bedrock.MEAI
  dependency-version: 4.0.5
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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2025-12-18 17:25:54 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
b0b5777363 Bump CommunityToolkit.Aspire.OllamaSharp from 13.0.0-beta.440 to 13.0.0 (#2856)
---
updated-dependencies:
- dependency-name: CommunityToolkit.Aspire.OllamaSharp
  dependency-version: 13.0.0
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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2025-12-18 17:25:36 +00:00
Giles OdigweandGitHub 37b4cfd024 Python: Add Azure Managed Redis Support with Credential Provider (#2887)
* azure redis support

* small fixes

* azure managed redis sample

* fixes
2025-12-18 17:10:55 +00:00
CopilotGitHubstephentoubcopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
ff9343d7cc .NET: Update Anthropic package to version 12.0.0 (#2914)
* Initial plan

* Update Anthropic package to version 12.0.0

Co-authored-by: stephentoub <2642209+stephentoub@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: stephentoub <2642209+stephentoub@users.noreply.github.com>
2025-12-18 16:02:20 +00:00
Victor DibiaandGitHub 8ff34f9a43 Python: Add workflow cancellation sample (#2732)
* Add workflow cancellation sample

Add sample demonstrating how to cancel a running workflow using asyncio
tasks. Shows both cancellation mid-execution and normal completion paths.
Useful for implementing timeouts, graceful shutdown, or A2A executors.

* update docstring
2025-12-18 14:12:42 +00:00
Hao LuoandGitHub e3f8bfc645 Python: Fixes Run ID and Thread ID casing to align with AG-UI Typescript SDK (#2948)
* added camelCase input to run id and thread id aligning with @ag-ui/core

* fixed per copilot suggestions
2025-12-18 14:10:16 +00:00
Tao ChenandGitHub b4f2709b6d Python: Workflow add option to visualize internal executors (#2917)
* Workflow add option to visualize internal executors

* Address Copilot comments
2025-12-18 14:04:03 +00:00
Eduard van ValkenburgandGitHub e5c11d38d6 Python: cleanup and refactoring of chat clients (#2937)
* refactoring and unifying naming schemes of internal methods of chat clients

* set tool_choice to auto

* fix for mypy

* added note on naming and fix #2951

* fix responses

* fixes in azure ai agents client
2025-12-18 12:02:23 +00:00
a71f768331 .NET: [Breaking] Delete display name property (#2758)
* delete the AIAgent.DisplayName property

* use agent name as a first value for activity display name

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

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

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-12-18 09:22:45 +00:00
0298e0a401 Python: fix: correct BadRequestError when using Pydantic model in response_fo… (#1843)
* fix: correct BadRequestError when using Pydantic model in response_format

* Fix lint

---------

Co-authored-by: Evan Mattson <evan.mattson@microsoft.com>
2025-12-18 08:42:00 +00:00
Evan MattsonandGitHub ca1532cf22 Python: Move ollama samples to samples getting started dir (#2921)
* Move ollama samples to samples getting started dir

* Address feedback
2025-12-18 08:37:05 +00:00
Evan MattsonandGitHub 360839782c Pass kwargs into subworkflows (#2923) 2025-12-18 04:34:33 +00:00
Ege Ozan ÖzyedekandGitHub ee53fe4666 Python: Correction of MCP image type conversion in _mcp.py (#2901)
* Correction of MCP image type conversion in  _mcp.py

* Added a new overload to the init function of the DataContent() type of the Agent Framework, edited the test case to correctly test the usage of the data and uri fields while using DataContent()

* Fixed tests related to the changes of the DataContent type, added testing for both string and byte representations
2025-12-17 16:11:39 +00:00
Dmytro StrukandGitHub 3cd805f0bf Added additional arguments for Azure AI agent (#2922) 2025-12-17 08:08:01 +00:00
CopilotGitHubSergeyMenshykhcopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
c7ddb8aa14 .NET: Make DelegatingAIAgent abstract (#2797)
* Initial plan

* Make DelegatingAIAgent abstract

Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
2025-12-17 07:31:10 +00:00
Giles OdigweandGitHub d5527982b6 Python: Azure AI Agent with Bing Grounding Citations Sample (#2892)
* bing grounding sample with citations

* small fix

* fix
2025-12-17 00:43:38 +00:00
Dmytro StrukandGitHub ec1c5e9c11 Updated Ollama package version (#2920) 2025-12-17 00:42:27 +00:00
Evan MattsonandGitHub 06cdcb93f0 Fix Pydantic error when using Literal type for tool params (#2893) 2025-12-17 00:27:01 +00:00
Evan MattsonandGitHub 6adcac2e97 Python: Flow custom kwargs to agents via Workflow SharedState (#2894)
* Flow custom kwargs to agents via SharedState

* Address Copilot feedback

* Improve sample typing

* Fix test
2025-12-17 00:04:00 +00:00
Tao ChenandGitHub 8fca71e5ad [BREAKING] Python: Add factory pattern to handoff orchestration builder (#2844)
* WIP: Factory pattern to handoff

* Add factory pattern to concurrent orchestration builder; Next: tests and sample verification

* Add tests and improve comments

* Fix mypy

* Simplify handoff_simple.py

* Simplify handoff_autonoumous.py and bug fix

* Update readme

* Address Copilot comments
2025-12-16 23:38:33 +00:00
Phillip HoffandGitHub 2bde58f915 Python: Switch to new "run" method name. (#2890)
* Switch to `run` method.

* Add support for deprecated `run_agent`.

* Fix entity method name.

* Fix method name and improve tests.

* Update comment.

* Update Python CHANGELOG.
2025-12-16 22:08:12 +00:00
Phillip HoffandGitHub 03a403d2fa .NET: Switch to new "Run" method name. (#2843)
* Switch to new "RunAgent" method name.

* Try to disable false positive naming warning.

* Add comment about disabled warnings.

* Rename `RunAgent` to just `Run`.

* Update CHANGELOG.
2025-12-16 22:07:59 +00:00
Dmytro StrukandGitHub e319707058 Updated package versions (#2913) 2025-12-16 18:51:44 +00:00
Giles OdigweandGitHub 54f482df73 Python: Update Mem0Provider to use v2 search API filters parameter (#2766)
* short fix to move id parameters to filters object

* added tests

* small fix

* mem0 dependency update
2025-12-16 18:23:37 +00:00
Chris GillumandGitHub 754dfb2c9d .NET: Add TTLs to durable agent sessions (#2679)
* .NET: Add TTLs to durable agent sessions

* Remove unnecessary async

* PR feedback: clarify UTC

* PR feedback: limit minimum signal delay to <= 5 minutes

* PR feedback: Fix TTL disablement

* Linter: use auto-property

* Fix build break from OpenAI SDK change

* Updated CHANGELOG.md

* PR feedback

* Reduce default TTL to 14 days to work around DTS bug
2025-12-16 18:11:44 +00:00
Roger BarretoandGitHub b15466f058 .NET: Cosmos DB UT Fast Skip (For Non-Configured Local envs) (#2906)
* Cosmos DB UT Fast Skip (Non-Configured Local envs) + Long running UT skip in pipeline when no CosmosDB changes happened

* Force a CosmosDB source code change to trigger the pipeline

* Address possible string boolean mismatch

* Add debug

* Enabling emulator always when running IT
2025-12-16 17:37:41 +00:00
Roger BarretoandGitHub 3a7047f6e4 Skip failing IT (#2904) 2025-12-16 17:21:22 +00:00
2f06fe557a Python : Ollama Connector for Agent Framework (#1104)
* Initial Commit for Olama Connector

* Added Olama Sample

* Add Sample & Fixed Open Telemetry

* Fixed Spelling from Olama to Ollama

* remove"opentelemetry-semantic-conventions-ai ~=0.4.13" since its handled in a different pr

* Added Tool Calling

* Finalizing test cases

* Adjust samples to be more reliable

* Update python/packages/ollama/agent_framework_ollama/_chat_client.py

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

* Update python/packages/ollama/pyproject.toml

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

* Update python/packages/ollama/tests/test_ollama_chat_client.py

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

* Update python/packages/ollama/agent_framework_ollama/_chat_client.py

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

* Improved Docstrings & Sample

* Update python/packages/ollama/agent_framework_ollama/_chat_client.py

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

* Integrate PR Feedback
- Divided Streaming and Non-Streaming into independent Methods
- Catch Ollama Validation Error
- Add OTEL Provider Name
- Checked Ollama Messages
- Add Usage Statistics

* Revert setting, so it can be none

* Validate Message formatting between AF and Ollama

* Catch Ollama Error and raise a ServiceResponse Error

* Fix mypy error

* remove .vscode comma

* Add Reasoning support & adjust to new structure

* Add Ollama Multimodality and Reasoning

* Add test cases for reasoning

* Add Tests for Error Handling in Ollama Client

* Update python/samples/getting_started/multimodal_input/ollama_chat_multimodal.py

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

* Integrated Copilot Feedback

* Implement first PR Feedback

* Adjust Readme files for examples

* Adjust argument passing via additional chat options

* Implemented PR Feedback

* Removing Ollama Package from Core and moving samples

* Fix Link & Adding Samples to Main Sample Readme

* Fixing Links in Readme

* Moved Multimodal and Chat Example

* Fixed Link in ChatClient to Ollama

* Fix AgentFramework Links in Ollama Project

* Fix observability breaking change

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
2025-12-16 15:02:38 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
1dbf3fd5cf Bump actions/upload-artifact from 5 to 6 (#2860)
Bumps [actions/upload-artifact](https://github.com/actions/upload-artifact) from 5 to 6.
- [Release notes](https://github.com/actions/upload-artifact/releases)
- [Commits](https://github.com/actions/upload-artifact/compare/v5...v6)

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

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2025-12-16 13:39:56 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
0132cf65e4 Bump actions/cache from 4 to 5 (#2861)
Bumps [actions/cache](https://github.com/actions/cache) from 4 to 5.
- [Release notes](https://github.com/actions/cache/releases)
- [Changelog](https://github.com/actions/cache/blob/main/RELEASES.md)
- [Commits](https://github.com/actions/cache/compare/v4...v5)

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

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2025-12-16 13:37:15 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
a53a3c7af8 Bump actions/download-artifact from 6 to 7 (#2862)
Bumps [actions/download-artifact](https://github.com/actions/download-artifact) from 6 to 7.
- [Release notes](https://github.com/actions/download-artifact/releases)
- [Commits](https://github.com/actions/download-artifact/compare/v6...v7)

---
updated-dependencies:
- dependency-name: actions/download-artifact
  dependency-version: '7'
  dependency-type: direct:production
  update-type: version-update:semver-major
...

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2025-12-16 13:36:56 +00:00
3c322c91e7 .NET: Update to latest Azure.AI.*, OpenAI, and M.E.AI* (#2850)
* Update to latest Azure.AI.*, OpenAI, and M.E.AI*

Absorb breaking changes in Responses surface area

* Update dotnet/samples/AgentWebChat/AgentWebChat.AgentHost/Utilities/ChatClientExtensions.cs

* Update dotnet/samples/AgentWebChat/AgentWebChat.AgentHost/Utilities/ChatClientExtensions.cs

* Update dotnet/samples/AgentWebChat/AgentWebChat.AgentHost/Utilities/ChatClientExtensions.cs

* Update dotnet/samples/GettingStarted/AgentWithOpenAI/Agent_OpenAI_Step04_CreateFromOpenAIResponseClient/Program.cs

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

* Using patch to remove the model is necessary, updated the response client to actually use the the ForAgent

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com>
2025-12-16 12:41:20 +00:00
Evan MattsonandGitHub 958a488f96 Python: Fix context duplication in handoff workflows when restoring from checkpoint (#2867)
* Fix context duplication in handoff workflows when restoring from checkpoint

* Address Copilot PR review
2025-12-16 09:52:59 +00:00
Evan MattsonandGitHub 11d6dcfe80 Python: Fix middleware terminate flag to exit function calling loop immediately (#2868)
* Fix middleware terminate flag to exit function calling loop immediately

* Eliminating duck typing

* Improve function exec result handling

* Fix race condition

* Fix mypy issues
2025-12-16 09:52:52 +00:00
Eduard van ValkenburgandGitHub 3139347526 Python: [BREAKING] Observability updates (#2782)
* fixes Python: Add env_file_path parameter to setup_observability() similar to AzureOpenAIChatClient
Fixes #2186

* WIP on updates using configure_azure_monitor

* improved setup and clarity

* fixed root .env.example

* revert changes

* updated files

* updated sample

* updated zero code

* test fixes and fixed links

* fix devui

* removed planning docs

* added enable method and updated readme and samples

* clarified docstring

* add return annotation

* updated naming

* update capatilized version

* updated readme and some fixes

* updated decorator name inline with the rest

* feedback from comments addressed
2025-12-16 06:56:30 +00:00
3c379718e9 Python: Use agent description in HandoffBuilder auto-generated tools (#2713) (#2714)
## Summary
Enhanced `HandoffBuilder._apply_auto_tools` to use the target agent's
description when creating handoff tools, providing more informative tool
descriptions for LLMs.

## Changes
- Modified `_apply_auto_tools` to extract `description` from
  `AgentExecutor._agent` when available
- Updated iteration to use `.items()` for more efficient dict traversal
- Handoff tools now use agent descriptions instead of generic placeholders

## Example
Before: "Handoff to the refund_agent agent."
After: "You handle refund requests. Ask for order details and process refunds."

## Testing
- All handoff tests pass (20/20)
- No breaking changes to existing API

Fixes #2713

Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
2025-12-16 01:31:26 +00:00
Evan MattsonandGitHub a7298757f5 Python: Fix WorkflowAgent to emit yield_output as agent response (#2866)
* Fix WorkflowAgent to emit yield_output as agent response

* use raw_representation

* Raw representation handling
2025-12-16 01:14:26 +00:00
Evan MattsonandGitHub 0dcebc6eae Python: Filter framework kwargs from MCP tool invocations (#2870)
* Filter framework kwargs from MCP tool invocations

* Fixes
2025-12-16 01:10:09 +00:00
Tao ChenandGitHub e0ff153ee9 Python: Remove warnings from workflow builder on not using factories (#2808)
* Revert concurrent

* Fix comments
2025-12-12 07:56:16 +00:00
Richard OrtegaandGitHub e008144187 Update OpenAIResponses.yaml to match AgentSchema (#2598)
1. Update `connection` child types --  `kind: ApiKey` to `kind: key` otherwise schema will fail: https://microsoft.github.io/AgentSchema/reference/apikeyconnection/

2.  Update `outputSchema`'s `PropertySchema` to be `kind` instead of `type` otherwise schema will fail: https://microsoft.github.io/AgentSchema/reference/propertyschema/
2025-12-12 07:55:01 +00:00
Evan MattsonandGitHub 0fc7933a92 Fix WorkflowAgent to include thread convo history. Enable checkpointing. (#2774) 2025-12-12 04:04:31 +00:00
Dmytro StrukandGitHub d7434d59ce Python: Added custom args and thread object to ai_function kwargs (#2769)
* Added an example of using kwargs in ai_function

* Added thread object to ai_function kwargs

* Updated docs

* Small fix

* Added thread parameter filtering
2025-12-12 01:53:04 +00:00
eb1117fff4 .NET: adds support for labels in edges, fixes rendering of labels in dot a… (#1507)
* adds support for labels in edges,  fixes rendering of labels in dot and mermaid, adds rendering of labels in edges

* Update dotnet/src/Microsoft.Agents.AI.Workflows/Visualization/WorkflowVisualizer.cs

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

* escaping edge labels, adding tests for labels containing strange characters that would break the diagram and enabling the previous signature so the API has backwards compatibility.

* Unify label in EdgeData

* Edge API adjustments, removed useless "sanitizer"

* fixed test

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Jacob Alber <jaalber@microsoft.com>
Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
2025-12-12 00:31:45 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>Chris
16230d3b20 Bump actions/checkout from 5 to 6 (#2404)
Bumps [actions/checkout](https://github.com/actions/checkout) from 5 to 6.
- [Release notes](https://github.com/actions/checkout/releases)
- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)
- [Commits](https://github.com/actions/checkout/compare/v5...v6)

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

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2025-12-11 18:43:52 +00:00
Dmytro StrukandGitHub 8d53b20026 Python: Updated package versions (#2784)
* Updated package versions

* Small fix
2025-12-11 18:39:08 +00:00
Eduard van ValkenburgandGitHub c376868ec9 Python: added more complete parsing for mcp tool arguments (#2756)
* added more complete parsing for mcp tool arguments

* fixed mypy

* added nonlocal model counter, and some fixes

* fixes in naming logic

* extracted json parsing function, added parametrized test and checked coverage
2025-12-11 17:24:08 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
8bb9927f3c Bump Azure.AI.AgentServer.AgentFramework from 1.0.0-beta.4 to 1.0.0-beta.5 (#2778)
---
updated-dependencies:
- dependency-name: Azure.AI.AgentServer.AgentFramework
  dependency-version: 1.0.0-beta.5
  dependency-type: direct:production
  update-type: version-update:semver-patch
- dependency-name: Azure.AI.AgentServer.AgentFramework
  dependency-version: 1.0.0-beta.5
  dependency-type: direct:production
  update-type: version-update:semver-patch
- dependency-name: Azure.AI.AgentServer.AgentFramework
  dependency-version: 1.0.0-beta.5
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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2025-12-11 14:08:20 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
194486c4cc Bump Azure.Identity from 1.17.0 to 1.17.1 (#2780)
---
updated-dependencies:
- dependency-name: Azure.Identity
  dependency-version: 1.17.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
- dependency-name: Azure.Identity
  dependency-version: 1.17.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
- dependency-name: Azure.Identity
  dependency-version: 1.17.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
- dependency-name: Azure.Identity
  dependency-version: 1.17.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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2025-12-11 11:04:22 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
0413f4220a Bump AWSSDK.Extensions.Bedrock.MEAI from 4.0.4.7 to 4.0.4.11 (#2777)
---
updated-dependencies:
- dependency-name: AWSSDK.Extensions.Bedrock.MEAI
  dependency-version: 4.0.4.11
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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2025-12-11 11:01:19 +00:00
CopilotGitHubrogerbarretoCopilotcopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
67e83042cf .NET: Add Conversation State Sample (Step05) (#2697)
* Initial plan

* Add Agent_OpenAI_Step05_Conversation sample for conversation state management

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

* Update Program.cs comment to accurately describe the sample

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

* Update the code to use the ConversationClient more in line with the samples in OpenAI

* Apply suggestions from code review

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

* Changing sample to use ChatClientAgent and conversationId in GetNewThread

---------

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2025-12-11 10:58:42 +00:00
5da1c2fd4c code ql sm04598 (#2723)
Co-authored-by: Mark Wallace <127216156+markwallace-microsoft@users.noreply.github.com>
2025-12-11 10:34:58 +00:00
SergeyMenshykhandGitHub 989b6ebe71 .NET: [BREAKING] Prevent nulls in AIAgent property (#2719)
* prevent nulls in AIAgent property

* address feedback
2025-12-11 09:50:25 +00:00
Evan MattsonandGitHub 3481914981 Capture file IDs from code interpreter in streaming responses (#2741) 2025-12-11 07:30:19 +00:00
KurtandGitHub 4c6a5d4aa1 Python: fix: GroupChat ManagerSelectionResponse JSON Schema for OpenAI Structured Outpu… (#2750)
* fix: ManagerSelectionResponse JSON Schema for OpenAI Structured Output Strict Mode

* refactor: install pre-commit then commit again
2025-12-11 02:34:12 +00:00
Tao ChenandGitHub 191779ce80 Python: Add factory pattern to concurrent orchestration builder (#2738)
* Add factory pattern to concurrent orchestration builder

* Update readme

* Address AI comments

* Fix unit tests

* Fix import

* Prevent multiple calls to set participants or factories

* Add comments

* Mitigate warnings

* Fix mypy

* Address comments

* Address Copilot comments

* Fix tests
2025-12-11 01:23:28 +00:00
CopilotGitHubstephentoubcopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>Roger Barreto
638fbb5f03 Update Microsoft.Extensions.AI.* packages to 10.1.0 (#2735)
* Initial plan

* Update Microsoft.Extensions.AI dependencies to latest versions (10.1.0)

Co-authored-by: stephentoub <2642209+stephentoub@users.noreply.github.com>

---------

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Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com>
2025-12-10 19:04:05 +00:00
Tao ChenandGitHub 523305ac62 Python: Add factory pattern to sequential orchestration builder (#2710)
* Add factory pattern to sequential orchestration builder

* Use temp list to avoid override

* Add sample and some other fixes

* Fix comments

* Small fix

* Update readme
2025-12-10 18:16:10 +00:00
CopilotGitHublarohracopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>Laveesh Rohra
3f4eeb00be Python: Change DurableAIAgent log level from warning to debug when invoked without thread (#2736)
* Initial plan

* Change logger.warning to logger.debug for missing thread

Co-authored-by: larohra <41490930+larohra@users.noreply.github.com>

* Fix test to use getMessage() method for log records

Co-authored-by: larohra <41490930+larohra@users.noreply.github.com>

* Remove test for logging change per review feedback

Co-authored-by: larohra <41490930+larohra@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: larohra <41490930+larohra@users.noreply.github.com>
Co-authored-by: Laveesh Rohra <larohra@microsoft.com>
2025-12-10 17:57:08 +00:00
Evan MattsonandGitHub b378ca75d1 Python: extend HITL support for all orchestration patterns (#2620)
* Support HITL for orchestration patterns

* Cleanup around naming

* Fix typing issues

* Clean up

* Naming clean up

* Updates to HITL to make it cleaner

* Rename human input hook to orchestration request info

* Clean up per PR feedback
2025-12-10 15:59:29 +00:00
0d9ae1920d .NET: use valid Gemini model (#2695)
* use proper Gemini model

* use named parameters

---------

Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com>
2025-12-10 12:23:06 +00:00
CopilotGitHubrogerbarretocopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
90964acd2d .NET: Add LoggingAgent wrapper for ILogger-based observability (#2701)
* Initial plan

* Add LoggingAgent class and UseLogging extension method

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

* Add unit tests for LoggingAgent and fix JSON serialization error handling

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

* Add comments explaining unreachable code in test async iterators

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

* Fix file encoding - add UTF-8 BOM to all C# files

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

* Address Format issues

* Addres format

* Break up extensions in dedicated files

* Adjust class names

* Add xmldoc info

---------

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2025-12-10 12:17:01 +00:00
Roger BarretoandGitHub 1949193a2e .NET: Update the migration guidelines with latest changes (#2703)
* Update the migration guidelines with latest changes

* Update code interpreter sample
2025-12-10 11:57:10 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>Chris
bc8dbe4b05 Bump AWSSDK.Extensions.Bedrock.MEAI from 4.0.4.6 to 4.0.4.7 (#2173)
---
updated-dependencies:
- dependency-name: AWSSDK.Extensions.Bedrock.MEAI
  dependency-version: 4.0.4.7
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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2025-12-10 11:42:42 +00:00
Stephen ToubandGitHub b01fd23cd2 Update analyzers for .NET 10 SDK (#2611) 2025-12-10 10:34:56 +00:00
2f0b2db12a fix: Standardize OpenAI API key environment variable naming (#1001) (#2629)
- Replace OPENAI_APIKEY with OPENAI_API_KEY across all samples
- Replace AZURE_FOUNDRY_OPENAI_APIKEY with AZURE_FOUNDRY_OPENAI_API_KEY
- Ensures consistency with OpenAI's standard naming convention
- Applies to .NET and Python samples

Fixes #1001

Co-authored-by: Alexander Zarei <alzarei@users.noreply.github.com>
2025-12-10 10:33:35 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>Chris
7be860e4c4 Bump Aspire.Hosting.Azure.CognitiveServices from 13.0.1 to 13.0.2 (#2624)
---
updated-dependencies:
- dependency-name: Aspire.Hosting.Azure.CognitiveServices
  dependency-version: 13.0.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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2025-12-10 09:32:11 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>Chris
1dce2581b8 Bump Aspire.Hosting.AppHost from 13.0.1 to 13.0.2 (#2623)
---
updated-dependencies:
- dependency-name: Aspire.Hosting.AppHost
  dependency-version: 13.0.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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2025-12-10 09:32:04 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>Chris
9313168eeb Bump Aspire.Microsoft.Azure.Cosmos from 13.0.1 to 13.0.2 (#2625)
---
updated-dependencies:
- dependency-name: Aspire.Microsoft.Azure.Cosmos
  dependency-version: 13.0.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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2025-12-10 09:31:10 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>Chris
b391088a68 Bump MishaKav/pytest-coverage-comment from 1.1.59 to 1.2.0 (#2255)
Bumps [MishaKav/pytest-coverage-comment](https://github.com/mishakav/pytest-coverage-comment) from 1.1.59 to 1.2.0.
- [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/v1.1.59...v1.2.0)

---
updated-dependencies:
- dependency-name: MishaKav/pytest-coverage-comment
  dependency-version: 1.2.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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2025-12-10 02:21:56 +00:00
Dmytro StrukandGitHub 43302fb4cd Python: Updated package versions (#2737)
* Updated package versions

* Updated changelog
2025-12-09 22:58:45 +00:00
0965a83dcd .NET Workflows - Update Declarative Integration Tests for File Cases (#2733)
* Updated

* Update dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Agents/VisionAgentProvider.cs

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

* Consistency

---------

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2025-12-09 21:25:26 +00:00
2caf1bb151 .NET: [Durable Agents] Update CHANGELOG with release notes for past releases (#2669)
* .NET: [Durable Agents] Update CHANGELOG with release notes for past releases

Backfills the CHANGELOG.md files with the last several updates.

* Update dotnet/src/Microsoft.Agents.AI.DurableTask/CHANGELOG.md

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

* Update the Azure Functions changelog and add GHCP changelog instructions for these projects

* Tweak instructions

* Remove the timestamp requirement

* Rename instructions file

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-12-09 20:27:24 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>Chris
dec4b3885d Bump Azure.AI.OpenAI from 2.7.0-beta.1 to 2.7.0-beta.2 (#2626)
---
updated-dependencies:
- dependency-name: Azure.AI.OpenAI
  dependency-version: 2.7.0-beta.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
- dependency-name: Azure.AI.OpenAI
  dependency-version: 2.7.0-beta.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
- dependency-name: Azure.AI.OpenAI
  dependency-version: 2.7.0-beta.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
- dependency-name: Azure.AI.OpenAI
  dependency-version: 2.7.0-beta.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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2025-12-09 20:16:23 +00:00
Giles OdigweandGitHub b55095f0fb azureai image gen sample update (#2709) 2025-12-09 13:50:04 +00:00
SergeyMenshykhandGitHub 69225b4aa2 .NET: [BREAKING] Change namespaces of the Microsoft.Agents.AI.OpenAI classes (#2627)
* change namespaces for agents and extension methods of the Microsoft.Agents.AI.OpenAI package

* remove unnecessary namespace

* remove unused namespaces

* fix compilation issues and rrolled back removed run methods

* sort usings

* add extension methods for AIAgent to work with OpenAI Responses primitives

* Move OpenAIChatClientAgent and OpenAIResponseClientAgent to samples

* sort usings

* sort usings
2025-12-09 12:58:44 +00:00
Laveesh RohraandGitHub 71d9d268dd Python: Fix DurableState schema serializations (#2670)
* Fix created at

* Add pattern matching
2025-12-08 22:38:45 +00:00
dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
c6e73a4ebe Bump danielpalme/ReportGenerator-GitHub-Action from 5.5.0 to 5.5.1 (#2680)
Bumps [danielpalme/ReportGenerator-GitHub-Action](https://github.com/danielpalme/reportgenerator-github-action) from 5.5.0 to 5.5.1.
- [Release notes](https://github.com/danielpalme/reportgenerator-github-action/releases)
- [Commits](https://github.com/danielpalme/reportgenerator-github-action/compare/5.5.0...5.5.1)

---
updated-dependencies:
- dependency-name: danielpalme/ReportGenerator-GitHub-Action
  dependency-version: 5.5.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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2025-12-08 21:59:01 +00:00
Victor DibiaandGitHub d889fa6f87 Python: Title: DevUI Fix WorkflowFailedEvent error extraction (#2706)
* Title: Fix WorkflowFailedEvent error extraction to use details instead of error Body:
Summary
Fixed WorkflowFailedEvent mapping to extract error message from details.message instead of non-existent error attribute
Added support for including details.extra context in error messages when present
Problem
The WorkflowFailedEvent handler in _mapper.py was reading event.error, but WorkflowFailedEvent uses a details attribute (of type WorkflowErrorDetails), not error. This caused all workflow failures to display "Unknown error" in the UI instead of the actual error message.
Fix
Updated the handler to match the pattern already used by ExecutorFailedEvent:
Read from event.details instead of event.error
Extract details.message for the error text
Include details.extra context when available

* improve error handling consistency
2025-12-08 21:44:32 +00:00
ChrisandGitHub 1e6aedb3f9 Updated (#2707) 2025-12-08 21:30:21 +00:00
d7ca96923b Python: Update fan in fan out sample to show concurrency (#2705)
* Update fan in fan out sample to show concurrency

* Update python/samples/getting_started/workflows/parallelism/fan_out_fan_in_edges.py

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

---------

Co-authored-by: Victor Dibia <chuvidi2003@gmail.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-12-08 19:53:37 +00:00
Victor DibiaandGitHub 0675000f4b fixes Python: DevUI fails when uploading Pdf file (tested on Python Foundry Agent) (#2675)
Fixes #2652
2025-12-08 17:00:57 +00:00
551219cb55 Python: Feature/fix context provider lifecycle agentic mode (#2650)
* refactor KB for index creation logic

* add user agent header for tracking

* fix mypy issues

* fix agentic mode bug for search context provider

---------

Co-authored-by: farzad528 <farzad528@users.noreply.github.com>
2025-12-08 09:52:18 +00:00
Evan MattsonandGitHub c34af002b8 Improve sample logging (#2692) 2025-12-08 06:56:45 +00:00
Dmytro StrukandGitHub cfcb71334a Renamed async_credential to credential (#2648) 2025-12-08 01:21:18 +00:00
Javier Calvarro NelsonandGitHub eb06faea2d .NET: AG-UI Docs samples (#2194)
* Add AG-UI Blazor sample

* Add AG-UI getting started samples

* Cleanups

* Update the dojo samples

* cleanups

* Fix readme

* Address feedback and further cleanups

* Fix build

* Missing fixes
2025-12-08 00:42:06 +00:00
Victor DibiaandGitHub 8c6b12e664 Python: DevUI, Fix message serialization issue, improve tests (#2674)
* fix message serialization issue, improve tests for devui

* update tests
2025-12-06 02:20:54 +00:00
2d3ba95036 Python: Add configurable timeout support to A2AAgent (#2432)
* a2a timeout config

* added default timeout info

---------

Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>
2025-12-05 22:21:36 +00:00
Giles OdigweandGitHub f5f909f2e2 Python: Added Azure OpenAI Responses File Search sample + Integration test update (#2645)
* added azure responses file search sample + int test update

* sample update to use token credential
2025-12-05 19:01:48 +00:00
SuperKenVeryandGitHub f43261094f Python: Display system prompt in langfuse (#2653)
* Display system prompt in langfuse

* Explain that the system_instructions are put first into the list
2025-12-05 17:11:29 +00:00
Dmytro StrukandGitHub 900c2a04fb Added solution filter file for release (#2651) 2025-12-05 15:42:37 +00:00
Korolev DmitryandGitHub 417a529e0e dont forward conversationId to ichatclient (#2632) 2025-12-05 14:41:50 +00:00
CopilotGitHubSergeyMenshykhcopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
9c1b2f9a3f .NET: Annotate all public methods of OpenAIAssistantClientExtensions with Obsolete attribute (#2640)
* Initial plan

* Add Obsolete attribute to all public methods of OpenAIAssistantClientExtensions

Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>

* Add pragma warning disable CS0618 to files using deprecated OpenAI Assistants API

Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>

* Update Obsolete attribute message to use requested text

Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
2025-12-05 12:27:48 +00:00
51721bd9f6 .NET: Add samples for OpenAIChatClientAgent and OpenAIResponseClientAgent (#2638)
* add samples for OpenAIChatClientAgent and OpenAIResponseClientAgent

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

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

* Update dotnet/samples/GettingStarted/AgentWithOpenAI/Agent_OpenAI_Step03_CreateFromChatClient/README.md

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

* Update dotnet/samples/GettingStarted/AgentWithOpenAI/Agent_OpenAI_Step03_CreateFromChatClient/README.md

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

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-12-05 11:03:59 +00:00
CopilotGitHubSergeyMenshykhcopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
db36809744 .NET: Move TextSearchProvider and TextSearchProviderOptions to Microsoft.Agents.AI namespace (#2639)
* Initial plan

* Move TextSearchProvider and TextSearchProviderOptions to Microsoft.Agents.AI namespace

Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>

* Restore AgentWithTextSearchRag project in solution file

Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>

* Revert using statement removal in AgentWithRAG_Step01_BasicTextRAG sample

Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>

* Revert the previous revert - remove using Microsoft.Agents.AI.Data from AgentWithRAG_Step01_BasicTextRAG

Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>

* Revert using statement removal in AgentWithTextSearchRag sample

Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
2025-12-05 11:01:53 +00:00
Evan MattsonandGitHub b78a2b6d2e Python: Support an autonomous handoff flow (#2497)
* Support an autonomous handoff flow.

* Simplify public API

* Address feedback
2025-12-05 07:13:22 +00:00
Tao ChenandGitHub f2ed5b55f6 Python: WorkflowBuilder registry (#2486)
* Add workflow builder factory pattern

* Add internal edge groups to registered executors; next samples

* Update samples: Part 1

* register -> register_executor

* update hil samples

* Update other samples

* Update agent  samples

* Update doc string

* Add new sample

* Fix mypy

* Address comments

* Fix mypy
2025-12-05 05:26:10 +00:00
Dmytro StrukandGitHub 6809510413 Updated package versions (#2642) 2025-12-04 22:09:53 +00:00
829 changed files with 56670 additions and 12566 deletions
+8
View File
@@ -0,0 +1,8 @@
blank_issues_enabled: true
contact_links:
- name: Documentation
url: https://aka.ms/agent-framework
about: Check out the official documentation for guides and API reference.
- name: Discussions
url: https://github.com/microsoft/agent-framework/discussions
about: Ask questions about Agent Framework.
+70
View File
@@ -0,0 +1,70 @@
name: .NET Bug Report
description: Report a bug in the Agent Framework .NET SDK
title: ".NET: [Bug]: "
labels: ["bug", ".NET"]
type: bug
body:
- type: textarea
id: description
attributes:
label: Description
description: Please provide a clear and detailed description of the bug.
placeholder: |
- What happened?
- What did you expect to happen?
- Steps to reproduce the issue
validations:
required: true
- type: textarea
id: code-sample
attributes:
label: Code Sample
description: If applicable, provide a minimal code sample that demonstrates the issue.
placeholder: |
```csharp
// Your code here
```
render: markdown
validations:
required: false
- type: textarea
id: error-messages
attributes:
label: Error Messages / Stack Traces
description: Include any error messages or stack traces you received.
placeholder: |
```
Paste error messages or stack traces here
```
render: markdown
validations:
required: false
- type: input
id: dotnet-packages
attributes:
label: Package Versions
description: List the Microsoft.Agents.* packages and versions you are using
placeholder: "e.g., Microsoft.Agents.AI.Abstractions: 1.0.0, Microsoft.Agents.AI.OpenAI: 1.0.0"
validations:
required: true
- type: input
id: dotnet-version
attributes:
label: .NET Version
description: What version of .NET are you using?
placeholder: "e.g., .NET 8.0"
validations:
required: false
- type: textarea
id: additional-context
attributes:
label: Additional Context
description: Add any other context or screenshots that might be helpful.
placeholder: "Any additional information..."
validations:
required: false
@@ -0,0 +1,51 @@
name: Feature Request
description: Request a new feature for Microsoft Agent Framework
title: "[Feature]: "
type: feature
body:
- type: textarea
id: description
attributes:
label: Description
description: Please describe the feature you'd like and why it would be useful.
placeholder: |
Describe the feature you're requesting:
- What problem does it solve?
- What would the expected behavior be?
- Are there any alternatives you've considered?
validations:
required: true
- type: textarea
id: code-sample
attributes:
label: Code Sample
description: If applicable, provide a code sample showing how you'd like to use this feature.
placeholder: |
```python
# Your code here
```
or
```csharp
// Your code here
```
render: markdown
validations:
required: false
- type: dropdown
id: language
attributes:
label: Language/SDK
description: Which language/SDK does this feature apply to?
options:
- Both
- .NET
- Python
- Other / Not Applicable
default: 0
validations:
required: false
+70
View File
@@ -0,0 +1,70 @@
name: Python Bug Report
description: Report a bug in the Agent Framework Python SDK
title: "Python: [Bug]: "
labels: ["bug", "Python"]
type: bug
body:
- type: textarea
id: description
attributes:
label: Description
description: Please provide a clear and detailed description of the bug.
placeholder: |
- What happened?
- What did you expect to happen?
- Steps to reproduce the issue
validations:
required: true
- type: textarea
id: code-sample
attributes:
label: Code Sample
description: If applicable, provide a minimal code sample that demonstrates the issue.
placeholder: |
```python
# Your code here
```
render: markdown
validations:
required: false
- type: textarea
id: error-messages
attributes:
label: Error Messages / Stack Traces
description: Include any error messages or stack traces you received.
placeholder: |
```
Paste error messages or stack traces here
```
render: markdown
validations:
required: false
- type: input
id: python-packages
attributes:
label: Package Versions
description: List the agent-framework-* packages and versions you are using
placeholder: "e.g., agent-framework-core: 1.0.0, agent-framework-azure-ai: 1.0.0"
validations:
required: true
- type: input
id: python-version
attributes:
label: Python Version
description: What version of Python are you using?
placeholder: "e.g., Python 3.11"
validations:
required: false
- type: textarea
id: additional-context
attributes:
label: Additional Context
description: Add any other context or screenshots that might be helpful.
placeholder: "Any additional information..."
validations:
required: false
@@ -28,6 +28,18 @@ runs:
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: Start Redis
shell: bash
run: |
if [ "$(docker ps -aq -f name=redis)" ]; then
echo "Stopping and removing existing Redis"
docker rm -f redis
fi
echo "Starting Redis"
docker run -d --name redis -p 6379:6379 redis:latest
echo "Waiting for Redis to be ready"
timeout 30 bash -c 'until docker exec redis redis-cli ping | grep -q PONG; do sleep 1; done'
echo "Redis is ready"
- name: Install Azure Functions Core Tools
shell: bash
run: |
@@ -0,0 +1,17 @@
---
applyTo: "dotnet/src/Microsoft.Agents.AI.DurableTask/**,dotnet/src/Microsoft.Agents.AI.Hosting.AzureFunctions/**"
---
# Durable Task area code instructions
The following guidelines apply to pull requests that modify files under
`dotnet/src/Microsoft.Agents.AI.DurableTask/**` or
`dotnet/src/Microsoft.Agents.AI.Hosting.AzureFunctions/**`:
## CHANGELOG.md
- Each pull request that modifies code should add just one bulleted entry to the `CHANGELOG.md` file containing a change title (usually the PR title) and a link to the PR itself.
- New PRs should be added to the top of the `CHANGELOG.md` file under a "## [Unreleased]" heading.
- If the PR is the first since the last release, the existing "## [Unreleased]" heading should be replaced with a "## v[X.Y.Z]" heading and the PRs since the last release should be added to the new "## [Unreleased]" heading.
- The style of new `CHANGELOG.md` entries should match the style of the other entries in the file.
- If the PR introduces a breaking change, the changelog entry should be prefixed with "[BREAKING]".
@@ -142,9 +142,9 @@ Replace these Semantic Kernel agent classes with their Agent Framework equivalen
|----------------------|----------------------------|-------------------|
| `IChatCompletionService` | `IChatClient` | Convert to `IChatClient` using `chatService.AsChatClient()` extensions |
| `ChatCompletionAgent` | `ChatClientAgent` | Remove `Kernel` parameter, add `IChatClient` parameter |
| `OpenAIAssistantAgent` | `AIAgent` (via extension) | **New**: `OpenAIClient.GetAssistantClient().CreateAIAgent()` <br> **Existing**: `OpenAIClient.GetAssistantClient().GetAIAgent(assistantId)` |
| `OpenAIAssistantAgent` | `AIAgent` (via extension) | ⚠️ **Deprecated** - Use Responses API instead. <br> **New**: `OpenAIClient.GetAssistantClient().CreateAIAgent()` <br> **Existing**: `OpenAIClient.GetAssistantClient().GetAIAgent(assistantId)` |
| `AzureAIAgent` | `AIAgent` (via extension) | **New**: `PersistentAgentsClient.CreateAIAgent()` <br> **Existing**: `PersistentAgentsClient.GetAIAgent(agentId)` |
| `OpenAIResponseAgent` | `AIAgent` (via extension) | Replace with `OpenAIClient.GetOpenAIResponseClient().CreateAIAgent()` |
| `OpenAIResponseAgent` | `AIAgent` (via extension) | Replace with `OpenAIClient.GetOpenAIResponseClient(modelId).CreateAIAgent()` |
| `A2AAgent` | `AIAgent` (via extension) | Replace with `A2ACardResolver.GetAIAgentAsync()` |
| `BedrockAgent` | Not supported | Custom implementation required |
@@ -529,14 +529,14 @@ AIAgent agent = new OpenAIClient(apiKey)
.CreateAIAgent(instructions: instructions);
```
**OpenAI Assistants (New):**
**OpenAI Assistants (New):** ⚠️ *Deprecated - Use Responses API instead*
```csharp
AIAgent agent = new OpenAIClient(apiKey)
.GetAssistantClient()
.CreateAIAgent(modelId, instructions: instructions);
```
**OpenAI Assistants (Existing):**
**OpenAI Assistants (Existing):** ⚠️ *Deprecated - Use Responses API instead*
```csharp
AIAgent agent = new OpenAIClient(apiKey)
.GetAssistantClient()
@@ -562,6 +562,20 @@ AIAgent agent = await new PersistentAgentsClient(endpoint, credential)
.GetAIAgentAsync(agentId);
```
**OpenAI Responses:** *(Recommended for OpenAI)*
```csharp
AIAgent agent = new OpenAIClient(apiKey)
.GetOpenAIResponseClient(modelId)
.CreateAIAgent(instructions: instructions);
```
**Azure OpenAI Responses:** *(Recommended for Azure OpenAI)*
```csharp
AIAgent agent = new AzureOpenAIClient(endpoint, credential)
.GetOpenAIResponseClient(deploymentName)
.CreateAIAgent(instructions: instructions);
```
**A2A:**
```csharp
A2ACardResolver resolver = new(new Uri(agentHost));
@@ -762,35 +776,57 @@ await foreach (var content in agent.InvokeAsync(userInput, thread))
**With this Agent Framework CodeInterpreter pattern:**
```csharp
using System.Text;
using Microsoft.Agents.AI;
using Microsoft.Extensions.AI;
var result = await agent.RunAsync(userInput, thread);
Console.WriteLine(result);
// Extract chat response MEAI type via first level breaking glass
var chatResponse = result.RawRepresentation as ChatResponse;
// Get the CodeInterpreterToolCallContent (code input)
CodeInterpreterToolCallContent? toolCallContent = result.Messages
.SelectMany(m => m.Contents)
.OfType<CodeInterpreterToolCallContent>()
.FirstOrDefault();
// Extract underlying SDK updates via second level breaking glass
var underlyingStreamingUpdates = chatResponse?.RawRepresentation as IEnumerable<object?> ?? [];
StringBuilder generatedCode = new();
foreach (object? underlyingUpdate in underlyingStreamingUpdates ?? [])
if (toolCallContent?.Inputs is not null)
{
if (underlyingUpdate is RunStepDetailsUpdate stepDetailsUpdate && stepDetailsUpdate.CodeInterpreterInput is not null)
DataContent? codeInput = toolCallContent.Inputs.OfType<DataContent>().FirstOrDefault();
if (codeInput?.HasTopLevelMediaType("text") ?? false)
{
generatedCode.Append(stepDetailsUpdate.CodeInterpreterInput);
Console.WriteLine($"Code Input: {Encoding.UTF8.GetString(codeInput.Data.ToArray())}");
}
}
if (!string.IsNullOrEmpty(generatedCode.ToString()))
// Get the CodeInterpreterToolResultContent (code output)
CodeInterpreterToolResultContent? toolResultContent = result.Messages
.SelectMany(m => m.Contents)
.OfType<CodeInterpreterToolResultContent>()
.FirstOrDefault();
if (toolResultContent?.Outputs is not null)
{
Console.WriteLine($"\n# {chatResponse?.Messages[0].Role}:Generated Code:\n{generatedCode}");
TextContent? resultOutput = toolResultContent.Outputs.OfType<TextContent>().FirstOrDefault();
if (resultOutput is not null)
{
Console.WriteLine($"Code Tool Result: {resultOutput.Text}");
}
}
// Getting any annotations generated by the tool
foreach (AIAnnotation annotation in result.Messages
.SelectMany(m => m.Contents)
.SelectMany(c => c.Annotations ?? []))
{
Console.WriteLine($"Annotation: {annotation}");
}
```
**Functional differences:**
1. Code interpreter output is separate from text content, not a metadata property
2. Access code via `RunStepDetailsUpdate.CodeInterpreterInput` instead of metadata
3. Use breaking glass pattern to access underlying SDK objects
4. Process text content and code interpreter output independently
1. Code interpreter content is now available via MEAI abstractions - no breaking glass required
2. Use `CodeInterpreterToolCallContent` to access code inputs (the generated code)
3. Use `CodeInterpreterToolResultContent` to access code outputs (execution results)
4. Annotations are accessible via `AIAnnotation` on content items
</behavioral_changes>
#### Provider-Specific Options Configuration
@@ -803,7 +839,7 @@ var agentOptions = new ChatClientAgentRunOptions(new ChatOptions
{
MaxOutputTokens = 8000,
// Breaking glass to access provider-specific options
RawRepresentationFactory = (_) => new OpenAI.Responses.ResponseCreationOptions()
RawRepresentationFactory = (_) => new OpenAI.Responses.CreateResponseOptions()
{
ReasoningOptions = new()
{
@@ -980,6 +1016,8 @@ AIAgent agent = new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential(
### 3. OpenAI Assistants Migration
> ⚠️ **DEPRECATION WARNING**: The OpenAI Assistants API has been deprecated. The Agent Framework extension methods for Assistants are marked as `[Obsolete]`. **Please use the Responses API instead** (see Section 6: OpenAI Responses Migration).
<configuration_changes>
**Remove Semantic Kernel Packages:**
```xml
@@ -1291,52 +1329,7 @@ var result = await agent.RunAsync(userInput, thread);
```
</api_changes>
### 8. A2A Migration
<configuration_changes>
**Remove Semantic Kernel Packages:**
```xml
<PackageReference Include="Microsoft.SemanticKernel.Agents.A2A" />
```
**Add Agent Framework Packages:**
```xml
<PackageReference Include="Microsoft.Agents.AI.A2A" />
```
</configuration_changes>
<api_changes>
**Replace this Semantic Kernel pattern:**
```csharp
using A2A;
using Microsoft.SemanticKernel;
using Microsoft.SemanticKernel.Agents;
using Microsoft.SemanticKernel.Agents.A2A;
using var httpClient = CreateHttpClient();
var client = new A2AClient(agentUrl, httpClient);
var cardResolver = new A2ACardResolver(url, httpClient);
var agentCard = await cardResolver.GetAgentCardAsync();
Console.WriteLine(JsonSerializer.Serialize(agentCard, s_jsonSerializerOptions));
var agent = new A2AAgent(client, agentCard);
```
**With this Agent Framework pattern:**
```csharp
using System;
using A2A;
using Microsoft.Agents.AI;
using Microsoft.Agents.AI.A2A;
// Initialize an A2ACardResolver to get an A2A agent card.
A2ACardResolver agentCardResolver = new(new Uri(a2aAgentHost));
// Create an instance of the AIAgent for an existing A2A agent specified by the agent card.
AIAgent agent = await agentCardResolver.GetAIAgentAsync();
```
</api_changes>
### 9. Unsupported Providers (Require Custom Implementation)
### 8. Unsupported Providers (Require Custom Implementation)
<behavioral_changes>
#### BedrockAgent Migration
@@ -1507,7 +1500,7 @@ Console.WriteLine(result);
```
</behavioral_changes>
### 10. Function Invocation Filtering
### 9. Function Invocation Filtering
**Invocation Context**
@@ -1615,25 +1608,4 @@ var filteredAgent = originalAgent
.Build();
```
### 11. Function Invocation Contexts
**Invocation Context**
Semantic Kernel's `IAutoFunctionInvocationFilter` provides a `AutoFunctionInvocationContext` where Agent Framework provides `FunctionInvocationContext`
The property mapping guide from a `AutoFunctionInvocationContext` to a `FunctionInvocationContext` is as follows:
| Semantic Kernel | Agent Framework |
| --- | --- |
| RequestSequenceIndex | Iteration |
| FunctionSequenceIndex | FunctionCallIndex |
| ToolCallId | CallContent.CallId |
| ChatMessageContent | Messages[0] |
| ExecutionSettings | Options |
| ChatHistory | Messages |
| Function | Function |
| Kernel | N/A |
| Result | Use `return` from the delegate |
| Terminate | Terminate |
| CancellationToken | provided via argument to middleware delegate |
| Arguments | Arguments |
+1 -1
View File
@@ -32,7 +32,7 @@ jobs:
steps:
- name: Checkout repository
uses: actions/checkout@v5
uses: actions/checkout@v6
with:
persist-credentials: false
+22 -16
View File
@@ -35,19 +35,25 @@ jobs:
contents: read
pull-requests: read
outputs:
dotnetChanges: ${{ steps.filter.outputs.dotnet}}
dotnetChanges: ${{ steps.filter.outputs.dotnet }}
cosmosDbChanges: ${{ steps.filter.outputs.cosmosdb }}
steps:
- uses: actions/checkout@v5
- uses: actions/checkout@v6
- uses: dorny/paths-filter@v3
id: filter
with:
filters: |
dotnet:
- 'dotnet/**'
cosmosdb:
- 'dotnet/src/Microsoft.Agents.AI.CosmosNoSql/**'
# run only if 'dotnet' files were changed
- name: dotnet tests
if: steps.filter.outputs.dotnet == 'true'
run: echo "Dotnet file"
- name: dotnet CosmosDB tests
if: steps.filter.outputs.cosmosdb == 'true'
run: echo "Dotnet CosmosDB changes"
# run only if not 'dotnet' files were changed
- name: not dotnet tests
if: steps.filter.outputs.dotnet != 'true'
@@ -68,7 +74,7 @@ jobs:
runs-on: ${{ matrix.os }}
environment: ${{ matrix.environment }}
steps:
- uses: actions/checkout@v5
- uses: actions/checkout@v6
with:
persist-credentials: false
sparse-checkout: |
@@ -77,6 +83,16 @@ jobs:
dotnet
python
workflow-samples
# Start Cosmos DB Emulator for all integration tests and only for unit tests when CosmosDB changes happened)
- name: Start Azure Cosmos DB Emulator
if: ${{ runner.os == 'Windows' && (needs.paths-filter.outputs.cosmosDbChanges == 'true' || (github.event_name != 'pull_request' && matrix.integration-tests)) }}
shell: pwsh
run: |
Write-Host "Launching Azure Cosmos DB Emulator"
Import-Module "$env:ProgramFiles\Azure Cosmos DB Emulator\PSModules\Microsoft.Azure.CosmosDB.Emulator"
Start-CosmosDbEmulator -NoUI -Key "C2y6yDjf5/R+ob0N8A7Cgv30VRDJIWEHLM+4QDU5DE2nQ9nDuVTqobD4b8mGGyPMbIZnqyMsEcaGQy67XIw/Jw=="
echo "COSMOS_EMULATOR_AVAILABLE=true" >> $env:GITHUB_ENV
- name: Setup dotnet
uses: actions/setup-dotnet@v5.0.1
@@ -123,17 +139,7 @@ jobs:
popd
popd
rm -rf "$TEMP_DIR"
# Start Cosmos DB Emulator for Cosmos-based unit tests (only on Windows)
- name: Start Azure Cosmos DB Emulator
if: runner.os == 'Windows'
shell: pwsh
run: |
Write-Host "Launching Azure Cosmos DB Emulator"
Import-Module "$env:ProgramFiles\Azure Cosmos DB Emulator\PSModules\Microsoft.Azure.CosmosDB.Emulator"
Start-CosmosDbEmulator -NoUI -Key "C2y6yDjf5/R+ob0N8A7Cgv30VRDJIWEHLM+4QDU5DE2nQ9nDuVTqobD4b8mGGyPMbIZnqyMsEcaGQy67XIw/Jw=="
echo "COSMOS_EMULATOR_AVAILABLE=true" >> $env:GITHUB_ENV
- name: Run Unit Tests
shell: bash
run: |
@@ -217,7 +223,7 @@ jobs:
# Generate test reports and check coverage
- name: Generate test reports
if: matrix.targetFramework == env.COVERAGE_FRAMEWORK
uses: danielpalme/ReportGenerator-GitHub-Action@5.5.0
uses: danielpalme/ReportGenerator-GitHub-Action@5.5.1
with:
reports: "./TestResults/Coverage/**/coverage.cobertura.xml"
targetdir: "./TestResults/Reports"
@@ -225,7 +231,7 @@ jobs:
- name: Upload coverage report artifact
if: matrix.targetFramework == env.COVERAGE_FRAMEWORK
uses: actions/upload-artifact@v5
uses: actions/upload-artifact@v6
with:
name: CoverageReport-${{ matrix.os }}-${{ matrix.targetFramework }}-${{ matrix.configuration }} # Artifact name
path: ./TestResults/Reports # Directory containing files to upload
+1 -1
View File
@@ -30,7 +30,7 @@ jobs:
steps:
- name: Check out code
uses: actions/checkout@v5
uses: actions/checkout@v6
with:
fetch-depth: 0
persist-credentials: false
+50 -11
View File
@@ -45,19 +45,58 @@ jobs:
labels.push("triage")
}
// Check if the body or the title contains the word 'python' (case-insensitive)
if ((body != null && body.match(/python/i)) || (title != null && title.match(/python/i))) {
// Add the 'python' label to the array
labels.push("python")
// Helper function to extract field value from issue form body
// Issue forms format fields as: ### Field Name\n\nValue
function getFormFieldValue(body, fieldName) {
if (!body) return null
const regex = new RegExp(`###\\s*${fieldName}\\s*\\n\\n([^\\n#]+)`, 'i')
const match = body.match(regex)
return match ? match[1].trim() : null
}
// Check if the body or the title contains the words 'dotnet', '.net', 'c#' or 'csharp' (case-insensitive)
if ((body != null && body.match(/.net/i)) || (title != null && title.match(/.net/i)) ||
(body != null && body.match(/dotnet/i)) || (title != null && title.match(/dotnet/i)) ||
(body != null && body.match(/C#/i)) || (title != null && title.match(/C#/i)) ||
(body != null && body.match(/csharp/i)) || (title != null && title.match(/csharp/i))) {
// Add the '.NET' label to the array
labels.push(".NET")
// Check for language from issue form dropdown first
const languageField = getFormFieldValue(body, 'Language')
let languageLabelAdded = false
if (languageField) {
if (languageField === 'Python') {
labels.push("python")
languageLabelAdded = true
} else if (languageField === '.NET') {
labels.push(".NET")
languageLabelAdded = true
}
// 'None / Not Applicable' - don't add any language label
}
// Fallback: Check if the body or the title contains the word 'python' (case-insensitive)
// Only if language wasn't already determined from the form field
if (!languageLabelAdded) {
if ((body != null && body.match(/python/i)) || (title != null && title.match(/python/i))) {
// Add the 'python' label to the array
labels.push("python")
}
// Check if the body or the title contains the words 'dotnet', '.net', 'c#' or 'csharp' (case-insensitive)
if ((body != null && body.match(/\.net/i)) || (title != null && title.match(/\.net/i)) ||
(body != null && body.match(/dotnet/i)) || (title != null && title.match(/dotnet/i)) ||
(body != null && body.match(/C#/i)) || (title != null && title.match(/C#/i)) ||
(body != null && body.match(/csharp/i)) || (title != null && title.match(/csharp/i))) {
// Add the '.NET' label to the array
labels.push(".NET")
}
}
// Check for issue type from issue form dropdown
const issueTypeField = getFormFieldValue(body, 'Type of Issue')
if (issueTypeField) {
if (issueTypeField === 'Bug') {
labels.push("bug")
} else if (issueTypeField === 'Feature Request') {
labels.push("enhancement")
} else if (issueTypeField === 'Question') {
labels.push("question")
}
}
// Add the labels to the issue (only if there are labels to add)
+1 -1
View File
@@ -19,7 +19,7 @@ jobs:
runs-on: ubuntu-22.04
# check out the latest version of the code
steps:
- uses: actions/checkout@v5
- uses: actions/checkout@v6
with:
persist-credentials: false
+2 -2
View File
@@ -27,7 +27,7 @@ jobs:
env:
UV_PYTHON: ${{ matrix.python-version }}
steps:
- uses: actions/checkout@v5
- uses: actions/checkout@v6
with:
fetch-depth: 0
- name: Set up python and install the project
@@ -39,7 +39,7 @@ jobs:
env:
# Configure a constant location for the uv cache
UV_CACHE_DIR: /tmp/.uv-cache
- uses: actions/cache@v4
- uses: actions/cache@v5
with:
path: ~/.cache/pre-commit
key: pre-commit|${{ matrix.python-version }}|${{ hashFiles('python/.pre-commit-config.yaml') }}
+1 -1
View File
@@ -24,7 +24,7 @@ jobs:
run:
working-directory: python
steps:
- uses: actions/checkout@v5
- uses: actions/checkout@v6
- name: Set up uv
uses: astral-sh/setup-uv@v7
with:
+2 -2
View File
@@ -24,7 +24,7 @@ jobs:
outputs:
pythonChanges: ${{ steps.filter.outputs.python}}
steps:
- uses: actions/checkout@v5
- uses: actions/checkout@v6
- uses: dorny/paths-filter@v3
id: filter
with:
@@ -59,7 +59,7 @@ jobs:
run:
working-directory: python
steps:
- uses: actions/checkout@v5
- uses: actions/checkout@v6
- name: Set up python and install the project
id: python-setup
+4 -4
View File
@@ -28,7 +28,7 @@ jobs:
outputs:
pythonChanges: ${{ steps.filter.outputs.python}}
steps:
- uses: actions/checkout@v5
- uses: actions/checkout@v6
- uses: dorny/paths-filter@v3
id: filter
with:
@@ -75,7 +75,7 @@ jobs:
run:
working-directory: python
steps:
- uses: actions/checkout@v5
- uses: actions/checkout@v6
- name: Set up python and install the project
id: python-setup
uses: ./.github/actions/python-setup
@@ -135,7 +135,7 @@ jobs:
run:
working-directory: python
steps:
- uses: actions/checkout@v5
- uses: actions/checkout@v6
- name: Set up python and install the project
id: python-setup
uses: ./.github/actions/python-setup
@@ -154,7 +154,7 @@ jobs:
subscription-id: ${{ secrets.AZURE_SUBSCRIPTION_ID }}
- name: Test with pytest
timeout-minutes: 10
run: uv run poe azure-ai-tests -n logical --dist loadfile --dist worksteal --timeout 300 --retries 3 --retry-delay 10
run: uv run --directory packages/azure-ai poe integration-tests -n logical --dist loadfile --dist worksteal --timeout 300 --retries 3 --retry-delay 10
working-directory: ./python
- name: Test Azure AI samples
timeout-minutes: 10
+1 -1
View File
@@ -23,7 +23,7 @@ jobs:
run:
working-directory: python
steps:
- uses: actions/checkout@v5
- uses: actions/checkout@v6
- name: Set up python and install the project
id: python-setup
uses: ./.github/actions/python-setup
@@ -19,9 +19,9 @@ jobs:
run:
working-directory: python
steps:
- uses: actions/checkout@v5
- uses: actions/checkout@v6
- name: Download coverage report
uses: actions/download-artifact@v6
uses: actions/download-artifact@v7
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@v1.1.59
uses: MishaKav/pytest-coverage-comment@v1.2.0
with:
github-token: ${{ secrets.GH_ACTIONS_PR_WRITE }}
issue-number: ${{ env.PR_NUMBER }}
+2 -2
View File
@@ -20,7 +20,7 @@ jobs:
env:
UV_PYTHON: "3.10"
steps:
- uses: actions/checkout@v5
- uses: actions/checkout@v6
# Save the PR number to a file since the workflow_run event
# in the coverage report workflow does not have access to it
- name: Save PR number
@@ -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@v5
uses: actions/upload-artifact@v6
with:
path: |
python/python-coverage.xml
+1 -1
View File
@@ -27,7 +27,7 @@ jobs:
run:
working-directory: python
steps:
- uses: actions/checkout@v5
- uses: actions/checkout@v6
- name: Set up python and install the project
id: python-setup
uses: ./.github/actions/python-setup
+1 -1
View File
@@ -1,3 +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/).
This folder contains sample agent definitions that can be run using the declarative agent support, for python see the [declarative agent python sample folder](../python/samples/getting_started/declarative/).
+1 -1
View File
@@ -11,7 +11,7 @@ model:
topP: 0.95
connection:
kind: ApiKey
key: =Env.OPENAI_APIKEY
key: =Env.OPENAI_API_KEY
outputSchema:
properties:
language:
+1 -1
View File
@@ -11,7 +11,7 @@ model:
topP: 0.95
connection:
kind: ApiKey
key: =Env.OPENAI_APIKEY
key: =Env.OPENAI_API_KEY
outputSchema:
properties:
language:
+5 -5
View File
@@ -10,19 +10,19 @@ model:
temperature: 0.9
topP: 0.95
connection:
kind: ApiKey
key: =Env.OPENAI_APIKEY
kind: key
apiKey: =Env.OPENAI_APIKEY
outputSchema:
properties:
language:
type: string
kind: string
required: true
description: The language of the answer.
answer:
type: string
kind: string
required: true
description: The answer text.
type:
type: string
kind: string
required: true
description: The type of the response.
+4 -4
View File
@@ -64,7 +64,7 @@ Approaches observed from the compared SDKs:
| AutoGen | **Approach 1** Separates messages into Agent-Agent (maps to Primary) and Internal (maps to Secondary) and these are returned as separate properties on the agent response object. See [types of messages](https://microsoft.github.io/autogen/stable/user-guide/agentchat-user-guide/tutorial/messages.html#types-of-messages) and [Response](https://microsoft.github.io/autogen/stable/reference/python/autogen_agentchat.base.html#autogen_agentchat.base.Response) | **Approach 2** Returns a stream of internal events and the last item is a Response object. See [ChatAgent.on_messages_stream](https://microsoft.github.io/autogen/stable/reference/python/autogen_agentchat.base.html#autogen_agentchat.base.ChatAgent.on_messages_stream) |
| OpenAI Agent SDK | **Approach 1** Separates new_items (Primary+Secondary) from final output (Primary) as separate properties on the [RunResult](https://github.com/openai/openai-agents-python/blob/main/src/agents/result.py#L39) | **Approach 1** Similar to non-streaming, has a way of streaming updates via a method on the response object which includes all data, and then a separate final output property on the response object which is populated only when the run is complete. See [RunResultStreaming](https://github.com/openai/openai-agents-python/blob/main/src/agents/result.py#L136) |
| Google ADK | **Approach 2** [Emits events](https://google.github.io/adk-docs/runtime/#step-by-step-breakdown) with [FinalResponse](https://github.com/google/adk-java/blob/main/core/src/main/java/com/google/adk/events/Event.java#L232) true (Primary) / false (Secondary) and callers have to filter out those with false to get just the final response message | **Approach 2** Similar to non-streaming except [events](https://google.github.io/adk-docs/runtime/#streaming-vs-non-streaming-output-partialtrue) are emitted with [Partial](https://github.com/google/adk-java/blob/main/core/src/main/java/com/google/adk/events/Event.java#L133) true to indicate that they are streaming messages. A final non partial event is also emitted. |
| AWS (Strands) | **Approach 3** Returns an [AgentResult](https://strandsagents.com/latest/api-reference/agent/#strands.agent.agent_result.AgentResult) (Primary) with messages and a reason for the run's completion. | **Approach 2** [Streams events](https://strandsagents.com/latest/api-reference/agent/#strands.agent.agent.Agent.stream_async) (Primary+Secondary) including, response text, current_tool_use, even data from "callbacks" (strands plugins) |
| AWS (Strands) | **Approach 3** Returns an [AgentResult](https://strandsagents.com/latest/documentation/docs/api-reference/python/agent/agent_result/) (Primary) with messages and a reason for the run's completion. | **Approach 2** [Streams events](https://strandsagents.com/latest/documentation/docs/api-reference/python/agent/agent/#strands.agent.agent.Agent.stream_async) (Primary+Secondary) including, response text, current_tool_use, even data from "callbacks" (strands plugins) |
| LangGraph | **Approach 2** A mixed list of all [messages](https://langchain-ai.github.io/langgraph/agents/run_agents/#output-format) | **Approach 2** A mixed list of all [messages](https://langchain-ai.github.io/langgraph/agents/run_agents/#output-format) |
| Agno | **Combination of various approaches** Returns a [RunResponse](https://docs.agno.com/reference/agents/run-response) object with text content, messages (essentially chat history including inputs and instructions), reasoning and thinking text properties. Secondary events could potentially be extracted from messages. | **Approach 2** Returns [RunResponseEvent](https://docs.agno.com/reference/agents/run-response#runresponseevent-types-and-attributes) objects including tool call, memory update, etc, information, where the [RunResponseCompletedEvent](https://docs.agno.com/reference/agents/run-response#runresponsecompletedevent) has similar properties to RunResponse|
| A2A | **Approach 3** Returns a [Task or Message](https://a2aproject.github.io/A2A/latest/specification/#71-messagesend) where the message is the final result (Primary) and task is a reference to a long running process. | **Approach 2** Returns a [stream](https://a2aproject.github.io/A2A/latest/specification/#72-messagestream) that contains task updates (Secondary) and a final message (Primary) |
@@ -495,8 +495,8 @@ We need to decide what AIContent types, each agent response type will be mapped
| SDK | Structured Outputs support |
|-|-|
| AutoGen | **Approach 1** Supports [configuring an agent](https://microsoft.github.io/autogen/stable/user-guide/agentchat-user-guide/tutorial/agents.html#structured-output) at agent creation. |
| Google ADK | **Approach 1** Both [input and output shemas can be specified for LLM Agents](https://google.github.io/adk-docs/agents/llm-agents/#structuring-data-input_schema-output_schema-output_key) at construction time. This option is specific to this agent type and other agent types do not necessarily support |
| AWS (Strands) | **Approach 2** Supports a special invocation method called [structured_output](https://strandsagents.com/latest/api-reference/agent/#strands.agent.agent.Agent.structured_output) |
| Google ADK | **Approach 1** Both [input and output schemas can be specified for LLM Agents](https://google.github.io/adk-docs/agents/llm-agents/#structuring-data-input_schema-output_schema-output_key) at construction time. This option is specific to this agent type and other agent types do not necessarily support |
| AWS (Strands) | **Approach 2** Supports a special invocation method called [structured_output](https://strandsagents.com/latest/documentation/docs/api-reference/python/agent/agent/#strands.agent.agent.Agent.structured_output) |
| LangGraph | **Approach 1** Supports [configuring an agent](https://langchain-ai.github.io/langgraph/agents/agents/?h=structured#6-configure-structured-output) at agent construction time, and a [structured response](https://langchain-ai.github.io/langgraph/agents/run_agents/#output-format) can be retrieved as a special property on the agent response |
| Agno | **Approach 1** Supports [configuring an agent](https://docs.agno.com/examples/getting-started/structured-output) at agent construction time |
| A2A | **Informal Approach 2** Doesn't formally support schema negotiation, but [hints can be provided via metadata](https://a2a-protocol.org/latest/specification/#97-structured-data-exchange-requesting-and-providing-json) at invocation time |
@@ -508,7 +508,7 @@ We need to decide what AIContent types, each agent response type will be mapped
|-|-|
| AutoGen | Supports a [stop reason](https://microsoft.github.io/autogen/stable/reference/python/autogen_agentchat.base.html#autogen_agentchat.base.TaskResult.stop_reason) which is a freeform text string |
| Google ADK | [No equivalent present](https://github.com/google/adk-python/blob/main/src/google/adk/events/event.py) |
| AWS (Strands) | Exposes a [stop_reason](https://strandsagents.com/latest/api-reference/types/#strands.types.event_loop.StopReason) property on the [AgentResult](https://strandsagents.com/latest/api-reference/agent/#strands.agent.agent_result.AgentResult) class with options that are tied closely to LLM operations. |
| AWS (Strands) | Exposes a [stop_reason](https://strandsagents.com/latest/documentation/docs/api-reference/python/types/event_loop/#strands.types.event_loop.StopReason) property on the [AgentResult](https://strandsagents.com/latest/documentation/docs/api-reference/python/agent/agent_result/) class with options that are tied closely to LLM operations. |
| LangGraph | No equivalent present, output contains only [messages](https://langchain-ai.github.io/langgraph/agents/run_agents/#output-format) |
| Agno | [No equivalent present](https://docs.agno.com/reference/agents/run-response) |
| A2A | No equivalent present, response only contains a [message](https://a2a-protocol.org/latest/specification/#64-message-object) or [task](https://a2a-protocol.org/latest/specification/#61-task-object). |
@@ -0,0 +1,147 @@
# Time-To-Live (TTL) for durable agent sessions
## Overview
The durable agents automatically maintain conversation history and state for each session. Without automatic cleanup, this state can accumulate indefinitely, consuming storage resources and increasing costs. The Time-To-Live (TTL) feature provides automatic cleanup of idle agent sessions, ensuring that sessions are automatically deleted after a period of inactivity.
## What is TTL?
Time-To-Live (TTL) is a configurable duration that determines how long an agent session state will be retained after its last interaction. When an agent session is idle (no messages sent to it) for longer than the TTL period, the session state is automatically deleted. Each new interaction with an agent resets the TTL timer, extending the session's lifetime.
## Benefits
- **Automatic cleanup**: No manual intervention required to clean up idle agent sessions
- **Cost optimization**: Reduces storage costs by automatically removing unused session state
- **Resource management**: Prevents unbounded growth of agent session state in storage
- **Configurable**: Set TTL globally or per-agent type to match your application's needs
## Configuration
TTL can be configured at two levels:
1. **Global default TTL**: Applies to all agent sessions unless overridden
2. **Per-agent type TTL**: Overrides the global default for specific agent types
Additionally, you can configure a **minimum deletion delay** that controls how frequently deletion operations are scheduled. The default value is 5 minutes, and the maximum allowed value is also 5 minutes.
> [!NOTE]
> Reducing the minimum deletion delay below 5 minutes can be useful for testing or for ensuring rapid cleanup of short-lived agent sessions. However, this can also increase the load on the system and should be used with caution.
### Default values
- **Default TTL**: 14 days
- **Minimum TTL deletion delay**: 5 minutes (maximum allowed value, subject to change in future releases)
### Configuration examples
#### .NET
```csharp
// Configure global default TTL and minimum signal delay
services.ConfigureDurableAgents(
options =>
{
// Set global default TTL to 7 days
options.DefaultTimeToLive = TimeSpan.FromDays(7);
// Add agents (will use global default TTL)
options.AddAIAgent(myAgent);
});
// Configure per-agent TTL
services.ConfigureDurableAgents(
options =>
{
options.DefaultTimeToLive = TimeSpan.FromDays(14); // Global default
// Agent with custom TTL of 1 day
options.AddAIAgent(shortLivedAgent, timeToLive: TimeSpan.FromDays(1));
// Agent with custom TTL of 90 days
options.AddAIAgent(longLivedAgent, timeToLive: TimeSpan.FromDays(90));
// Agent using global default (14 days)
options.AddAIAgent(defaultAgent);
});
// Disable TTL for specific agents by setting TTL to null
services.ConfigureDurableAgents(
options =>
{
options.DefaultTimeToLive = TimeSpan.FromDays(14);
// Agent with no TTL (never expires)
options.AddAIAgent(permanentAgent, timeToLive: null);
});
```
## How TTL works
The following sections describe how TTL works in detail.
### Expiration tracking
Each agent session maintains an expiration timestamp in its internally managed state that is updated whenever the session processes a message:
1. When a message is sent to an agent session, the expiration time is set to `current time + TTL`
2. The runtime schedules a delete operation for the expiration time (subject to minimum delay constraints)
3. When the delete operation runs, if the current time is past the expiration time, the session state is deleted. Otherwise, the delete operation is rescheduled for the next expiration time.
### State deletion
When an agent session expires, its entire state is deleted, including:
- Conversation history
- Any custom state data
- Expiration timestamps
After deletion, if a message is sent to the same agent session, a new session is created with a fresh conversation history.
## Behavior examples
The following examples illustrate how TTL works in different scenarios.
### Example 1: Agent session expires after TTL
1. Agent configured with 30-day TTL
2. User sends message at Day 0 → agent session created, expiration set to Day 30
3. No further messages sent
4. At Day 30 → Agent session is deleted
5. User sends message at Day 31 → New agent session created with fresh conversation history
### Example 2: TTL reset on interaction
1. Agent configured with 30-day TTL
2. User sends message at Day 0 → agent session created, expiration set to Day 30
3. User sends message at Day 15 → Expiration reset to Day 45
4. User sends message at Day 40 → Expiration reset to Day 70
5. Agent session remains active as long as there are regular interactions
## Logging
The TTL feature includes comprehensive logging to track state changes:
- **Expiration time updated**: Logged when TTL expiration time is set or updated
- **Deletion scheduled**: Logged when a deletion check signal is scheduled
- **Deletion check**: Logged when a deletion check operation runs
- **Session expired**: Logged when an agent session is deleted due to expiration
- **TTL rescheduled**: Logged when a deletion signal is rescheduled
These logs help monitor TTL behavior and troubleshoot any issues.
## Best practices
1. **Choose appropriate TTL values**: Balance between storage costs and user experience. Too short TTLs may delete active sessions, while too long TTLs may accumulate unnecessary state.
2. **Use per-agent TTLs**: Different agents may have different usage patterns. Configure TTLs per-agent based on expected session lifetimes.
3. **Monitor expiration logs**: Review logs to understand TTL behavior and adjust configuration as needed.
4. **Test with short TTLs**: During development, use short TTLs (e.g., minutes) to verify TTL behavior without waiting for long periods.
## Limitations
- TTL is based on wall-clock time, not activity time. The expiration timer starts from the last message timestamp.
- Deletion checks are durably scheduled operations and may have slight delays depending on system load.
- Once an agent session is deleted, its conversation history cannot be recovered.
- TTL deletion requires at least one worker to be available to process the deletion operation message.
+1
View File
@@ -209,6 +209,7 @@ dotnet_diagnostic.CA2000.severity = none # Call System.IDisposable.Dispose on ob
dotnet_diagnostic.CA2225.severity = none # Operator overloads have named alternates
dotnet_diagnostic.CA2227.severity = none # Change to be read-only by removing the property setter
dotnet_diagnostic.CA2249.severity = suggestion # Consider using 'Contains' method instead of 'IndexOf' method
dotnet_diagnostic.CA2252.severity = none # Requires preview
dotnet_diagnostic.CA2253.severity = none # Named placeholders in the logging message template should not be comprised of only numeric characters
dotnet_diagnostic.CA2253.severity = none # Named placeholders in the logging message template should not be comprised of only numeric characters
dotnet_diagnostic.CA2263.severity = suggestion # Use generic overload
+1 -2
View File
@@ -3,8 +3,7 @@
<!-- Default properties inherited by all projects. Projects can override. -->
<RunAnalyzersDuringBuild>true</RunAnalyzersDuringBuild>
<EnableNETAnalyzers>true</EnableNETAnalyzers>
<AnalysisMode>AllEnabledByDefault</AnalysisMode>
<AnalysisLevel>latest</AnalysisLevel>
<AnalysisLevel>10.0-all</AnalysisLevel>
<GenerateDocumentationFile>true</GenerateDocumentationFile>
<LangVersion>latest</LangVersion>
<Nullable>enable</Nullable>
+27 -26
View File
@@ -7,44 +7,44 @@
</PropertyGroup>
<PropertyGroup>
<!-- Aspire -->
<AspireAppHostSdkVersion>13.0.1</AspireAppHostSdkVersion>
<AspireAppHostSdkVersion>13.0.2</AspireAppHostSdkVersion>
</PropertyGroup>
<ItemGroup>
<!-- Aspire.* -->
<PackageVersion Include="Anthropic" Version="11.0.0" />
<PackageVersion Include="Anthropic" Version="12.0.1" />
<PackageVersion Include="Anthropic.Foundry" Version="0.1.0" />
<PackageVersion Include="Aspire.Azure.AI.OpenAI" Version="13.0.0-preview.1.25560.3" />
<PackageVersion Include="Aspire.Hosting.AppHost" Version="$(AspireAppHostSdkVersion)" />
<PackageVersion Include="Aspire.Hosting.Azure.CognitiveServices" Version="$(AspireAppHostSdkVersion)" />
<PackageVersion Include="Aspire.Microsoft.Azure.Cosmos" Version="$(AspireAppHostSdkVersion)" />
<PackageVersion Include="CommunityToolkit.Aspire.OllamaSharp" Version="13.0.0-beta.440" />
<PackageVersion Include="CommunityToolkit.Aspire.OllamaSharp" Version="13.0.0" />
<!-- Azure.* -->
<PackageVersion Include="Azure.AI.Projects" Version="1.2.0-beta.3" />
<PackageVersion Include="Azure.AI.Projects.OpenAI" Version="1.0.0-beta.4" />
<PackageVersion Include="Azure.AI.Projects" Version="1.2.0-beta.5" />
<PackageVersion Include="Azure.AI.Projects.OpenAI" Version="1.0.0-beta.5" />
<PackageVersion Include="Azure.AI.Agents.Persistent" Version="1.2.0-beta.8" />
<PackageVersion Include="Azure.AI.OpenAI" Version="2.7.0-beta.1" />
<PackageVersion Include="Azure.Identity" Version="1.17.0" />
<PackageVersion Include="Azure.AI.OpenAI" Version="2.8.0-beta.1" />
<PackageVersion Include="Azure.Identity" Version="1.17.1" />
<PackageVersion Include="Azure.Monitor.OpenTelemetry.Exporter" Version="1.4.0" />
<!-- Google Gemini -->
<PackageVersion Include="Google.GenAI" Version="0.6.0" />
<PackageVersion Include="Google.GenAI" Version="0.9.0" />
<PackageVersion Include="Mscc.GenerativeAI.Microsoft" Version="2.9.3" />
<!-- Microsoft.Azure.* -->
<PackageVersion Include="Microsoft.Azure.Cosmos" Version="3.54.0" />
<!-- Newtonsoft.Json -->
<PackageVersion Include="Newtonsoft.Json" Version="13.0.4" />
<!-- System.* -->
<PackageVersion Include="Microsoft.Bcl.AsyncInterfaces" Version="10.0.0" />
<PackageVersion Include="Microsoft.Bcl.AsyncInterfaces" Version="10.0.1" />
<PackageVersion Include="Microsoft.Bcl.HashCode" Version="6.0.0" />
<PackageVersion Include="System.ClientModel" Version="1.8.1" />
<PackageVersion Include="System.CodeDom" Version="10.0.0" />
<PackageVersion Include="System.Collections.Immutable" Version="10.0.0" />
<PackageVersion Include="System.CommandLine" Version="2.0.0-rc.2.25502.107" />
<PackageVersion Include="System.Diagnostics.DiagnosticSource" Version="10.0.0" />
<PackageVersion Include="System.Diagnostics.DiagnosticSource" Version="10.0.1" />
<PackageVersion Include="System.Linq.AsyncEnumerable" Version="10.0.0" />
<PackageVersion Include="System.Net.Http.Json" Version="10.0.0" />
<PackageVersion Include="System.Net.ServerSentEvents" Version="10.0.0" />
<PackageVersion Include="System.Text.Json" Version="10.0.0" />
<PackageVersion Include="System.Threading.Channels" Version="10.0.0" />
<PackageVersion Include="System.Text.Json" Version="10.0.1" />
<PackageVersion Include="System.Threading.Channels" Version="10.0.1" />
<PackageVersion Include="System.Threading.Tasks.Extensions" Version="4.6.3" />
<PackageVersion Include="System.Net.Security" Version="4.3.2" />
<!-- OpenTelemetry -->
@@ -61,10 +61,9 @@
<PackageVersion Include="Microsoft.AspNetCore.OpenApi" Version="10.0.0" />
<PackageVersion Include="Swashbuckle.AspNetCore.SwaggerUI" Version="10.0.0" />
<!-- Microsoft.Extensions.* -->
<PackageVersion Include="Microsoft.Extensions.AI" Version="10.0.1" />
<PackageVersion Include="Microsoft.Extensions.AI.Abstractions" Version="10.0.1" />
<PackageVersion Include="Microsoft.Extensions.AI.AzureAIInference" Version="10.0.0-preview.1.25559.3" />
<PackageVersion Include="Microsoft.Extensions.AI.OpenAI" Version="10.0.1-preview.1.25571.5" />
<PackageVersion Include="Microsoft.Extensions.AI" Version="10.1.1" />
<PackageVersion Include="Microsoft.Extensions.AI.Abstractions" Version="10.1.1" />
<PackageVersion Include="Microsoft.Extensions.AI.OpenAI" Version="10.1.1-preview.1.25612.2" />
<PackageVersion Include="Microsoft.Extensions.Caching.Memory" Version="10.0.0" />
<PackageVersion Include="Microsoft.Extensions.Configuration" Version="10.0.0" />
<PackageVersion Include="Microsoft.Extensions.Configuration.Binder" Version="10.0.0" />
@@ -72,11 +71,11 @@
<PackageVersion Include="Microsoft.Extensions.Configuration.Json" Version="10.0.0" />
<PackageVersion Include="Microsoft.Extensions.Configuration.UserSecrets" Version="10.0.0" />
<PackageVersion Include="Microsoft.Extensions.DependencyInjection" Version="10.0.0" />
<PackageVersion Include="Microsoft.Extensions.DependencyInjection.Abstractions" Version="10.0.0" />
<PackageVersion Include="Microsoft.Extensions.DependencyInjection.Abstractions" Version="10.0.1" />
<PackageVersion Include="Microsoft.Extensions.Hosting" Version="10.0.0" />
<PackageVersion Include="Microsoft.Extensions.Http.Resilience" Version="10.0.0" />
<PackageVersion Include="Microsoft.Extensions.Logging" Version="10.0.0" />
<PackageVersion Include="Microsoft.Extensions.Logging.Abstractions" Version="10.0.0" />
<PackageVersion Include="Microsoft.Extensions.Logging.Abstractions" Version="10.0.1" />
<PackageVersion Include="Microsoft.Extensions.Logging.Console" Version="10.0.0" />
<PackageVersion Include="Microsoft.Extensions.ServiceDiscovery" Version="10.0.0" />
<PackageVersion Include="Microsoft.Extensions.VectorData.Abstractions" Version="9.7.0" />
@@ -101,10 +100,10 @@
<!-- MCP -->
<PackageVersion Include="ModelContextProtocol" Version="0.4.0-preview.3" />
<!-- Inference SDKs -->
<PackageVersion Include="AWSSDK.Extensions.Bedrock.MEAI" Version="4.0.4.6" />
<PackageVersion Include="AWSSDK.Extensions.Bedrock.MEAI" Version="4.0.5.1" />
<PackageVersion Include="Microsoft.ML.OnnxRuntimeGenAI" Version="0.10.0" />
<PackageVersion Include="OllamaSharp" Version="5.4.8" />
<PackageVersion Include="OpenAI" Version="2.7.0" />
<PackageVersion Include="OpenAI" Version="2.8.0" />
<!-- Identity -->
<PackageVersion Include="Microsoft.Identity.Client.Extensions.Msal" Version="4.78.0" />
<!-- Workflows -->
@@ -113,19 +112,21 @@
<PackageVersion Include="Microsoft.Bot.ObjectModel.PowerFx" Version="1.2025.1106.1" />
<PackageVersion Include="Microsoft.PowerFx.Interpreter" Version="1.5.0-build.20251008-1002" />
<!-- Durable Task -->
<PackageVersion Include="Microsoft.DurableTask.Client" Version="1.16.2" />
<PackageVersion Include="Microsoft.DurableTask.Client.AzureManaged" Version="1.16.2-preview.1" />
<PackageVersion Include="Microsoft.DurableTask.Worker" Version="1.16.2" />
<PackageVersion Include="Microsoft.DurableTask.Worker.AzureManaged" Version="1.16.2-preview.1" />
<PackageVersion Include="Microsoft.DurableTask.Client" Version="1.19.1" />
<PackageVersion Include="Microsoft.DurableTask.Client.AzureManaged" Version="1.19.0" />
<PackageVersion Include="Microsoft.DurableTask.Worker" Version="1.19.0" />
<PackageVersion Include="Microsoft.DurableTask.Worker.AzureManaged" Version="1.19.0" />
<!-- Azure Functions -->
<PackageVersion Include="Microsoft.Azure.Functions.Worker" Version="2.50.0" />
<PackageVersion Include="Microsoft.Azure.Functions.Worker.ApplicationInsights" Version="2.50.0" />
<PackageVersion Include="Microsoft.Azure.Functions.Worker.Extensions.DurableTask" Version="1.9.0" />
<PackageVersion Include="Microsoft.Azure.Functions.Worker.Extensions.DurableTask.AzureManaged" Version="1.0.0" />
<PackageVersion Include="Microsoft.Azure.Functions.Worker.Extensions.DurableTask" Version="1.13.1" />
<PackageVersion Include="Microsoft.Azure.Functions.Worker.Extensions.DurableTask.AzureManaged" Version="1.0.1" />
<PackageVersion Include="Microsoft.Azure.Functions.Worker.Extensions.Http" Version="3.3.0" />
<PackageVersion Include="Microsoft.Azure.Functions.Worker.Extensions.Http.AspNetCore" Version="2.1.0" />
<PackageVersion Include="Microsoft.Azure.Functions.Worker.Extensions.Mcp" Version="1.0.0" />
<PackageVersion Include="Microsoft.Azure.Functions.Worker.Sdk" Version="2.0.7" />
<!-- Redis -->
<PackageVersion Include="StackExchange.Redis" Version="2.10.1" />
<!-- Test -->
<PackageVersion Include="FluentAssertions" Version="8.8.0" />
<PackageVersion Include="Microsoft.AspNetCore.TestHost" Condition="'$(TargetFramework)' == 'net8.0'" Version="8.0.22" />
+35 -1
View File
@@ -33,6 +33,14 @@
<Project Path="samples/AzureFunctions/05_AgentOrchestration_HITL/05_AgentOrchestration_HITL.csproj" />
<Project Path="samples/AzureFunctions/06_LongRunningTools/06_LongRunningTools.csproj" />
<Project Path="samples/AzureFunctions/07_AgentAsMcpTool/07_AgentAsMcpTool.csproj" />
<Project Path="samples/AzureFunctions/08_ReliableStreaming/08_ReliableStreaming.csproj" />
<Project Path="samples/AzureFunctions/09_Workflow/09_Workflow.csproj" />
<Project Path="samples/AzureFunctions/10_WorkflowConcurrent/10_WorkflowConcurrent.csproj" />
<Project Path="samples/AzureFunctions/11_WorkflowSharedState/11_WorkflowSharedState.csproj" />
<Project Path="samples/AzureFunctions/12_ConditionalEdges/12_ConditionalEdges.csproj" />
</Folder>
<Folder Name="/Samples/DurableWorkflows/">
<Project Path="samples/DurableWorkflows/01_ExecutorsAndEdges/01_ExecutorsAndEdges.csproj" />
</Folder>
<Folder Name="/Samples/GettingStarted/">
<File Path="samples/GettingStarted/README.md" />
@@ -84,6 +92,29 @@
<Folder Name="/Samples/GettingStarted/DeclarativeAgents/">
<Project Path="samples/GettingStarted/DeclarativeAgents/ChatClient/DeclarativeChatClientAgents.csproj" />
</Folder>
<Folder Name="/Samples/GettingStarted/AGUI/">
<File Path="samples/GettingStarted/AGUI/README.md" />
</Folder>
<Folder Name="/Samples/GettingStarted/AGUI/Step01_GettingStarted/">
<Project Path="samples/GettingStarted/AGUI/Step01_GettingStarted/Client/Client.csproj" />
<Project Path="samples/GettingStarted/AGUI/Step01_GettingStarted/Server/Server.csproj" />
</Folder>
<Folder Name="/Samples/GettingStarted/AGUI/Step02_BackendTools/">
<Project Path="samples/GettingStarted/AGUI/Step02_BackendTools/Client/Client.csproj" />
<Project Path="samples/GettingStarted/AGUI/Step02_BackendTools/Server/Server.csproj" />
</Folder>
<Folder Name="/Samples/GettingStarted/AGUI/Step03_FrontendTools/">
<Project Path="samples/GettingStarted/AGUI/Step03_FrontendTools/Client/Client.csproj" />
<Project Path="samples/GettingStarted/AGUI/Step03_FrontendTools/Server/Server.csproj" />
</Folder>
<Folder Name="/Samples/GettingStarted/AGUI/Step04_HumanInLoop/">
<Project Path="samples/GettingStarted/AGUI/Step04_HumanInLoop/Client/Client.csproj" />
<Project Path="samples/GettingStarted/AGUI/Step04_HumanInLoop/Server/Server.csproj" />
</Folder>
<Folder Name="/Samples/GettingStarted/AGUI/Step05_StateManagement/">
<Project Path="samples/GettingStarted/AGUI/Step05_StateManagement/Client/Client.csproj" />
<Project Path="samples/GettingStarted/AGUI/Step05_StateManagement/Server/Server.csproj" />
</Folder>
<Folder Name="/Samples/GettingStarted/DevUI/">
<File Path="samples/GettingStarted/DevUI/README.md" />
<Project Path="samples/GettingStarted/DevUI/DevUI_Step01_BasicUsage/DevUI_Step01_BasicUsage.csproj" />
@@ -104,6 +135,9 @@
<File Path="samples/GettingStarted/AgentWithOpenAI/README.md" />
<Project Path="samples/GettingStarted/AgentWithOpenAI/Agent_OpenAI_Step01_Running/Agent_OpenAI_Step01_Running.csproj" />
<Project Path="samples/GettingStarted/AgentWithOpenAI/Agent_OpenAI_Step02_Reasoning/Agent_OpenAI_Step02_Reasoning.csproj" />
<Project Path="samples/GettingStarted/AgentWithOpenAI/Agent_OpenAI_Step03_CreateFromChatClient/Agent_OpenAI_Step03_CreateFromChatClient.csproj" />
<Project Path="samples/GettingStarted/AgentWithOpenAI/Agent_OpenAI_Step04_CreateFromOpenAIResponseClient/Agent_OpenAI_Step04_CreateFromOpenAIResponseClient.csproj" />
<Project Path="samples/GettingStarted/AgentWithOpenAI/Agent_OpenAI_Step05_Conversation/Agent_OpenAI_Step05_Conversation.csproj" />
</Folder>
<Folder Name="/Samples/Purview/" />
<Folder Name="/Samples/Purview/AgentWithPurview/">
@@ -173,7 +207,7 @@
<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/CustomerSupport.yaml" />
<File Path="../workflow-samples/DeepResearch.yaml" />
<File Path="../workflow-samples/Marketing.yaml" />
<File Path="../workflow-samples/MathChat.yaml" />
+31
View File
@@ -0,0 +1,31 @@
{
"solution": {
"path": "agent-framework-dotnet.slnx",
"projects": [
"src\\Microsoft.Agents.AI.A2A\\Microsoft.Agents.AI.A2A.csproj",
"src\\Microsoft.Agents.AI.Abstractions\\Microsoft.Agents.AI.Abstractions.csproj",
"src\\Microsoft.Agents.AI.AGUI\\Microsoft.Agents.AI.AGUI.csproj",
"src\\Microsoft.Agents.AI.Anthropic\\Microsoft.Agents.AI.Anthropic.csproj",
"src\\Microsoft.Agents.AI.AzureAI.Persistent\\Microsoft.Agents.AI.AzureAI.Persistent.csproj",
"src\\Microsoft.Agents.AI.AzureAI\\Microsoft.Agents.AI.AzureAI.csproj",
"src\\Microsoft.Agents.AI.CopilotStudio\\Microsoft.Agents.AI.CopilotStudio.csproj",
"src\\Microsoft.Agents.AI.CosmosNoSql\\Microsoft.Agents.AI.CosmosNoSql.csproj",
"src\\Microsoft.Agents.AI.Declarative\\Microsoft.Agents.AI.Declarative.csproj",
"src\\Microsoft.Agents.AI.DevUI\\Microsoft.Agents.AI.DevUI.csproj",
"src\\Microsoft.Agents.AI.DurableTask\\Microsoft.Agents.AI.DurableTask.csproj",
"src\\Microsoft.Agents.AI.Hosting.A2A.AspNetCore\\Microsoft.Agents.AI.Hosting.A2A.AspNetCore.csproj",
"src\\Microsoft.Agents.AI.Hosting.A2A\\Microsoft.Agents.AI.Hosting.A2A.csproj",
"src\\Microsoft.Agents.AI.Hosting.AGUI.AspNetCore\\Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.csproj",
"src\\Microsoft.Agents.AI.Hosting.AzureFunctions\\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj",
"src\\Microsoft.Agents.AI.Hosting.OpenAI\\Microsoft.Agents.AI.Hosting.OpenAI.csproj",
"src\\Microsoft.Agents.AI.Hosting\\Microsoft.Agents.AI.Hosting.csproj",
"src\\Microsoft.Agents.AI.Mem0\\Microsoft.Agents.AI.Mem0.csproj",
"src\\Microsoft.Agents.AI.OpenAI\\Microsoft.Agents.AI.OpenAI.csproj",
"src\\Microsoft.Agents.AI.Purview\\Microsoft.Agents.AI.Purview.csproj",
"src\\Microsoft.Agents.AI.Workflows.Declarative.AzureAI\\Microsoft.Agents.AI.Workflows.Declarative.AzureAI.csproj",
"src\\Microsoft.Agents.AI.Workflows.Declarative\\Microsoft.Agents.AI.Workflows.Declarative.csproj",
"src\\Microsoft.Agents.AI.Workflows\\Microsoft.Agents.AI.Workflows.csproj",
"src\\Microsoft.Agents.AI\\Microsoft.Agents.AI.csproj"
]
}
}
+4
View File
@@ -3,10 +3,14 @@
<packageSources>
<clear />
<add key="nuget.org" value="https://api.nuget.org/v3/index.json" />
<add key="LocalNugetSource" value="C:\LocalNugetSource" />
</packageSources>
<packageSourceMapping>
<packageSource key="nuget.org">
<package pattern="*" />
</packageSource>
<packageSource key="LocalNugetSource">
<package pattern="*" />
</packageSource>
</packageSourceMapping>
</configuration>
+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).251125.1</PackageVersion>
<PackageVersion Condition="'$(VersionSuffix)' == ''">$(VersionPrefix)-preview.251125.1</PackageVersion>
<GitTag>1.0.0-preview.251125.1</GitTag>
<PackageVersion Condition="'$(VersionSuffix)' != ''">$(VersionPrefix)-$(VersionSuffix).260108.1</PackageVersion>
<PackageVersion Condition="'$(VersionSuffix)' == ''">$(VersionPrefix)-preview.260108.1</PackageVersion>
<GitTag>1.0.0-preview.260108.1</GitTag>
<Configurations>Debug;Release;Publish</Configurations>
<IsPackable>true</IsPackable>
+1
View File
@@ -1,6 +1,7 @@
# Suppressing errors for Sample projects under dotnet/samples folder
[*.cs]
dotnet_diagnostic.CA1716.severity = none # Add summary to documentation comment.
dotnet_diagnostic.CA1873.severity = none # Evaluation of logging arguments may be expensive
dotnet_diagnostic.CA2000.severity = none # Call System.IDisposable.Dispose on object before all references to it are out of scope
dotnet_diagnostic.CA2007.severity = none # Do not directly await a Task
@@ -4,6 +4,7 @@ using Microsoft.Agents.AI;
using Microsoft.Extensions.AI;
using Microsoft.Extensions.Logging;
using OpenAI;
using OpenAI.Chat;
namespace A2A;
@@ -6,6 +6,7 @@ using Azure.Identity;
using Microsoft.Agents.AI;
using Microsoft.Extensions.AI;
using OpenAI;
using OpenAI.Chat;
namespace A2AServer;
@@ -1,6 +1,10 @@
// Copyright (c) Microsoft. All rights reserved.
using System.Text.Json.Serialization;
using AGUIDojoServer.AgenticUI;
using AGUIDojoServer.BackendToolRendering;
using AGUIDojoServer.PredictiveStateUpdates;
using AGUIDojoServer.SharedState;
namespace AGUIDojoServer;
@@ -8,4 +12,12 @@ namespace AGUIDojoServer;
[JsonSerializable(typeof(Recipe))]
[JsonSerializable(typeof(Ingredient))]
[JsonSerializable(typeof(RecipeResponse))]
[JsonSerializable(typeof(Plan))]
[JsonSerializable(typeof(Step))]
[JsonSerializable(typeof(StepStatus))]
[JsonSerializable(typeof(StepStatus?))]
[JsonSerializable(typeof(JsonPatchOperation))]
[JsonSerializable(typeof(List<JsonPatchOperation>))]
[JsonSerializable(typeof(List<string>))]
[JsonSerializable(typeof(DocumentState))]
internal sealed partial class AGUIDojoServerSerializerContext : JsonSerializerContext;
@@ -0,0 +1,52 @@
// Copyright (c) Microsoft. All rights reserved.
using System.ComponentModel;
namespace AGUIDojoServer.AgenticUI;
internal static class AgenticPlanningTools
{
[Description("Create a plan with multiple steps.")]
public static Plan CreatePlan([Description("List of step descriptions to create the plan.")] List<string> steps)
{
return new Plan
{
Steps = [.. steps.Select(s => new Step { Description = s, Status = StepStatus.Pending })]
};
}
[Description("Update a step in the plan with new description or status.")]
public static async Task<List<JsonPatchOperation>> UpdatePlanStepAsync(
[Description("The index of the step to update.")] int index,
[Description("The new description for the step (optional).")] string? description = null,
[Description("The new status for the step (optional).")] StepStatus? status = null)
{
var changes = new List<JsonPatchOperation>();
if (description is not null)
{
changes.Add(new JsonPatchOperation
{
Op = "replace",
Path = $"/steps/{index}/description",
Value = description
});
}
if (status.HasValue)
{
// Status must be lowercase to match AG-UI frontend expectations: "pending" or "completed"
string statusValue = status.Value == StepStatus.Pending ? "pending" : "completed";
changes.Add(new JsonPatchOperation
{
Op = "replace",
Path = $"/steps/{index}/status",
Value = statusValue
});
}
await Task.Delay(1000);
return changes;
}
}
@@ -0,0 +1,88 @@
// 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.AgenticUI;
[SuppressMessage("Performance", "CA1812:Avoid uninstantiated internal classes", Justification = "Instantiated by ChatClientAgentFactory.CreateAgenticUI")]
internal sealed class AgenticUIAgent : DelegatingAIAgent
{
private readonly JsonSerializerOptions _jsonSerializerOptions;
public AgenticUIAgent(AIAgent innerAgent, JsonSerializerOptions jsonSerializerOptions)
: base(innerAgent)
{
this._jsonSerializerOptions = jsonSerializerOptions;
}
protected override Task<AgentRunResponse> RunCoreAsync(IEnumerable<ChatMessage> messages, AgentThread? thread = null, AgentRunOptions? options = null, CancellationToken cancellationToken = default)
{
return this.RunCoreStreamingAsync(messages, thread, options, cancellationToken).ToAgentRunResponseAsync(cancellationToken);
}
protected override async IAsyncEnumerable<AgentRunResponseUpdate> RunCoreStreamingAsync(
IEnumerable<ChatMessage> messages,
AgentThread? thread = null,
AgentRunOptions? options = null,
[EnumeratorCancellation] CancellationToken cancellationToken = default)
{
// Track function calls that should trigger state events
var trackedFunctionCalls = new Dictionary<string, FunctionCallContent>();
await foreach (var update in this.InnerAgent.RunStreamingAsync(messages, thread, options, cancellationToken).ConfigureAwait(false))
{
// Process contents: track function calls and emit state events for results
List<AIContent> stateEventsToEmit = new();
foreach (var content in update.Contents)
{
if (content is FunctionCallContent callContent)
{
if (callContent.Name == "create_plan" || callContent.Name == "update_plan_step")
{
trackedFunctionCalls[callContent.CallId] = callContent;
break;
}
}
else if (content is FunctionResultContent resultContent)
{
// Check if this result matches a tracked function call
if (trackedFunctionCalls.TryGetValue(resultContent.CallId, out var matchedCall))
{
var bytes = JsonSerializer.SerializeToUtf8Bytes((JsonElement)resultContent.Result!, this._jsonSerializerOptions);
// Determine event type based on the function name
if (matchedCall.Name == "create_plan")
{
stateEventsToEmit.Add(new DataContent(bytes, "application/json"));
}
else if (matchedCall.Name == "update_plan_step")
{
stateEventsToEmit.Add(new DataContent(bytes, "application/json-patch+json"));
}
}
}
}
yield return update;
yield return new AgentRunResponseUpdate(
new ChatResponseUpdate(role: ChatRole.System, stateEventsToEmit)
{
MessageId = "delta_" + Guid.NewGuid().ToString("N"),
CreatedAt = update.CreatedAt,
ResponseId = update.ResponseId,
AuthorName = update.AuthorName,
Role = update.Role,
ContinuationToken = update.ContinuationToken,
AdditionalProperties = update.AdditionalProperties,
})
{
AgentId = update.AgentId
};
}
}
}
@@ -0,0 +1,20 @@
// Copyright (c) Microsoft. All rights reserved.
using System.Text.Json.Serialization;
namespace AGUIDojoServer.AgenticUI;
internal sealed class JsonPatchOperation
{
[JsonPropertyName("op")]
public required string Op { get; set; }
[JsonPropertyName("path")]
public required string Path { get; set; }
[JsonPropertyName("value")]
public object? Value { get; set; }
[JsonPropertyName("from")]
public string? From { get; set; }
}
@@ -0,0 +1,11 @@
// Copyright (c) Microsoft. All rights reserved.
using System.Text.Json.Serialization;
namespace AGUIDojoServer.AgenticUI;
internal sealed class Plan
{
[JsonPropertyName("steps")]
public List<Step> Steps { get; set; } = [];
}
@@ -0,0 +1,14 @@
// Copyright (c) Microsoft. All rights reserved.
using System.Text.Json.Serialization;
namespace AGUIDojoServer.AgenticUI;
internal sealed class Step
{
[JsonPropertyName("description")]
public required string Description { get; set; }
[JsonPropertyName("status")]
public StepStatus Status { get; set; } = StepStatus.Pending;
}
@@ -0,0 +1,12 @@
// Copyright (c) Microsoft. All rights reserved.
using System.Text.Json.Serialization;
namespace AGUIDojoServer.AgenticUI;
[JsonConverter(typeof(JsonStringEnumConverter<StepStatus>))]
internal enum StepStatus
{
Pending,
Completed
}
@@ -2,7 +2,7 @@
using System.Text.Json.Serialization;
namespace AGUIDojoServer;
namespace AGUIDojoServer.BackendToolRendering;
internal sealed class WeatherInfo
{
@@ -2,6 +2,10 @@
using System.ComponentModel;
using System.Text.Json;
using AGUIDojoServer.AgenticUI;
using AGUIDojoServer.BackendToolRendering;
using AGUIDojoServer.PredictiveStateUpdates;
using AGUIDojoServer.SharedState;
using Azure.AI.OpenAI;
using Azure.Identity;
using Microsoft.Agents.AI;
@@ -66,13 +70,46 @@ internal static class ChatClientAgentFactory
description: "An agent that uses tools to generate user interfaces using Azure OpenAI");
}
public static ChatClientAgent CreateAgenticUI()
public static AIAgent CreateAgenticUI(JsonSerializerOptions options)
{
ChatClient chatClient = s_azureOpenAIClient!.GetChatClient(s_deploymentName!);
var baseAgent = chatClient.AsIChatClient().CreateAIAgent(new ChatClientAgentOptions
{
Name = "AgenticUIAgent",
Description = "An agent that generates agentic user interfaces using Azure OpenAI",
ChatOptions = new ChatOptions
{
Instructions = """
When planning use tools only, without any other messages.
IMPORTANT:
- Use the `create_plan` tool to set the initial state of the steps
- Use the `update_plan_step` tool to update the status of each step
- Do NOT repeat the plan or summarise it in a message
- Do NOT confirm the creation or updates in a message
- Do NOT ask the user for additional information or next steps
- Do NOT leave a plan hanging, always complete the plan via `update_plan_step` if one is ongoing.
- Continue calling update_plan_step until all steps are marked as completed.
return chatClient.AsIChatClient().CreateAIAgent(
name: "AgenticUIAgent",
description: "An agent that generates agentic user interfaces using Azure OpenAI");
Only one plan can be active at a time, so do not call the `create_plan` tool
again until all the steps in current plan are completed.
""",
Tools = [
AIFunctionFactory.Create(
AgenticPlanningTools.CreatePlan,
name: "create_plan",
description: "Create a plan with multiple steps.",
AGUIDojoServerSerializerContext.Default.Options),
AIFunctionFactory.Create(
AgenticPlanningTools.UpdatePlanStepAsync,
name: "update_plan_step",
description: "Update a step in the plan with new description or status.",
AGUIDojoServerSerializerContext.Default.Options)
],
AllowMultipleToolCalls = false
}
});
return new AgenticUIAgent(baseAgent, options);
}
public static AIAgent CreateSharedState(JsonSerializerOptions options)
@@ -86,6 +123,44 @@ internal static class ChatClientAgentFactory
return new SharedStateAgent(baseAgent, options);
}
public static AIAgent CreatePredictiveStateUpdates(JsonSerializerOptions options)
{
ChatClient chatClient = s_azureOpenAIClient!.GetChatClient(s_deploymentName!);
var baseAgent = chatClient.AsIChatClient().CreateAIAgent(new ChatClientAgentOptions
{
Name = "PredictiveStateUpdatesAgent",
Description = "An agent that demonstrates predictive state updates using Azure OpenAI",
ChatOptions = new ChatOptions
{
Instructions = """
You are a document editor assistant. When asked to write or edit content:
IMPORTANT:
- Use the `write_document` tool with the full document text in Markdown format
- Format the document extensively so it's easy to read
- You can use all kinds of markdown (headings, lists, bold, etc.)
- However, do NOT use italic or strike-through formatting
- You MUST write the full document, even when changing only a few words
- When making edits to the document, try to make them minimal - do not change every word
- Keep stories SHORT!
- After you are done writing the document you MUST call a confirm_changes tool after you call write_document
After the user confirms the changes, provide a brief summary of what you wrote.
""",
Tools = [
AIFunctionFactory.Create(
WriteDocument,
name: "write_document",
description: "Write a document. Use markdown formatting to format the document.",
AGUIDojoServerSerializerContext.Default.Options)
]
}
});
return new PredictiveStateUpdatesAgent(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()
{
@@ -95,4 +170,11 @@ internal static class ChatClientAgentFactory
WindSpeed = 10,
FeelsLike = 25
};
[Description("Write a document in markdown format.")]
private static string WriteDocument([Description("The document content to write.")] string document)
{
// Simply return success - the document is tracked via state updates
return "Document written successfully";
}
}
@@ -0,0 +1,11 @@
// Copyright (c) Microsoft. All rights reserved.
using System.Text.Json.Serialization;
namespace AGUIDojoServer.PredictiveStateUpdates;
internal sealed class DocumentState
{
[JsonPropertyName("document")]
public string Document { get; set; } = string.Empty;
}
@@ -0,0 +1,104 @@
// 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.PredictiveStateUpdates;
[SuppressMessage("Performance", "CA1812:Avoid uninstantiated internal classes", Justification = "Instantiated by ChatClientAgentFactory.CreatePredictiveStateUpdates")]
internal sealed class PredictiveStateUpdatesAgent : DelegatingAIAgent
{
private readonly JsonSerializerOptions _jsonSerializerOptions;
private const int ChunkSize = 10; // Characters per chunk for streaming effect
public PredictiveStateUpdatesAgent(AIAgent innerAgent, JsonSerializerOptions jsonSerializerOptions)
: base(innerAgent)
{
this._jsonSerializerOptions = jsonSerializerOptions;
}
protected override Task<AgentRunResponse> RunCoreAsync(IEnumerable<ChatMessage> messages, AgentThread? thread = null, AgentRunOptions? options = null, CancellationToken cancellationToken = default)
{
return this.RunCoreStreamingAsync(messages, thread, options, cancellationToken).ToAgentRunResponseAsync(cancellationToken);
}
protected override async IAsyncEnumerable<AgentRunResponseUpdate> RunCoreStreamingAsync(
IEnumerable<ChatMessage> messages,
AgentThread? thread = null,
AgentRunOptions? options = null,
[EnumeratorCancellation] CancellationToken cancellationToken = default)
{
// Track the last emitted document state to avoid duplicates
string? lastEmittedDocument = null;
await foreach (var update in this.InnerAgent.RunStreamingAsync(messages, thread, options, cancellationToken).ConfigureAwait(false))
{
// Check if we're seeing a write_document tool call and emit predictive state
bool hasToolCall = false;
string? documentContent = null;
foreach (var content in update.Contents)
{
if (content is FunctionCallContent callContent && callContent.Name == "write_document")
{
hasToolCall = true;
// Try to extract the document argument directly from the dictionary
if (callContent.Arguments?.TryGetValue("document", out var documentValue) == true)
{
documentContent = documentValue?.ToString();
}
}
}
// Always yield the original update first
yield return update;
// If we got a complete tool call with document content, "fake" stream it in chunks
if (hasToolCall && documentContent != null && documentContent != lastEmittedDocument)
{
// Chunk the document content and emit progressive state updates
int startIndex = 0;
if (lastEmittedDocument != null && documentContent.StartsWith(lastEmittedDocument, StringComparison.Ordinal))
{
// Only stream the new portion that was added
startIndex = lastEmittedDocument.Length;
}
// Stream the document in chunks
for (int i = startIndex; i < documentContent.Length; i += ChunkSize)
{
int length = Math.Min(ChunkSize, documentContent.Length - i);
string chunk = documentContent.Substring(0, i + length);
// Prepare predictive state update as DataContent
var stateUpdate = new DocumentState { Document = chunk };
byte[] stateBytes = JsonSerializer.SerializeToUtf8Bytes(
stateUpdate,
this._jsonSerializerOptions.GetTypeInfo(typeof(DocumentState)));
yield return new AgentRunResponseUpdate(
new ChatResponseUpdate(role: ChatRole.Assistant, [new DataContent(stateBytes, "application/json")])
{
MessageId = "snapshot" + Guid.NewGuid().ToString("N"),
CreatedAt = update.CreatedAt,
ResponseId = update.ResponseId,
AdditionalProperties = update.AdditionalProperties,
AuthorName = update.AuthorName,
ContinuationToken = update.ContinuationToken,
})
{
AgentId = update.AgentId
};
// Small delay to simulate streaming
await Task.Delay(50, cancellationToken).ConfigureAwait(false);
}
lastEmittedDocument = documentContent;
}
}
}
}
@@ -35,11 +35,13 @@ 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("/agentic_generative_ui", ChatClientAgentFactory.CreateAgenticUI(jsonOptions.Value.SerializerOptions));
app.MapAGUI("/shared_state", ChatClientAgentFactory.CreateSharedState(jsonOptions.Value.SerializerOptions));
app.MapAGUI("/predictive_state_updates", ChatClientAgentFactory.CreatePredictiveStateUpdates(jsonOptions.Value.SerializerOptions));
await app.RunAsync();
public partial class Program;
@@ -2,7 +2,7 @@
using System.Text.Json.Serialization;
namespace AGUIDojoServer;
namespace AGUIDojoServer.SharedState;
internal sealed class Ingredient
{
@@ -2,7 +2,7 @@
using System.Text.Json.Serialization;
namespace AGUIDojoServer;
namespace AGUIDojoServer.SharedState;
internal sealed class Recipe
{
@@ -2,7 +2,7 @@
using System.Text.Json.Serialization;
namespace AGUIDojoServer;
namespace AGUIDojoServer.SharedState;
#pragma warning disable CA1812 // Used for the JsonSchema response format
internal sealed class RecipeResponse
@@ -6,7 +6,7 @@ using System.Text.Json;
using Microsoft.Agents.AI;
using Microsoft.Extensions.AI;
namespace AGUIDojoServer;
namespace AGUIDojoServer.SharedState;
[SuppressMessage("Performance", "CA1812:Avoid uninstantiated internal classes", Justification = "Instantiated by ChatClientAgentFactory.CreateSharedState")]
internal sealed class SharedStateAgent : DelegatingAIAgent
@@ -19,12 +19,12 @@ internal sealed class SharedStateAgent : DelegatingAIAgent
this._jsonSerializerOptions = jsonSerializerOptions;
}
public override Task<AgentRunResponse> RunAsync(IEnumerable<ChatMessage> messages, AgentThread? thread = null, AgentRunOptions? options = null, CancellationToken cancellationToken = default)
protected override Task<AgentRunResponse> RunCoreAsync(IEnumerable<ChatMessage> messages, AgentThread? thread = null, AgentRunOptions? options = null, CancellationToken cancellationToken = default)
{
return this.RunStreamingAsync(messages, thread, options, cancellationToken).ToAgentRunResponseAsync(cancellationToken);
return this.RunCoreStreamingAsync(messages, thread, options, cancellationToken).ToAgentRunResponseAsync(cancellationToken);
}
public override async IAsyncEnumerable<AgentRunResponseUpdate> RunStreamingAsync(
protected override async IAsyncEnumerable<AgentRunResponseUpdate> RunCoreStreamingAsync(
IEnumerable<ChatMessage> messages,
AgentThread? thread = null,
AgentRunOptions? options = null,
@@ -6,7 +6,7 @@ using Azure.AI.OpenAI;
using Azure.Identity;
using Microsoft.Agents.AI.Hosting.AGUI.AspNetCore;
using Microsoft.Extensions.AI;
using OpenAI;
using OpenAI.Chat;
WebApplicationBuilder builder = WebApplication.CreateBuilder(args);
builder.Services.AddHttpClient().AddLogging();
@@ -0,0 +1,14 @@
<Project Sdk="Microsoft.NET.Sdk.Web">
<PropertyGroup>
<TargetFrameworks>net10.0</TargetFrameworks>
<Nullable>enable</Nullable>
<ImplicitUsings>enable</ImplicitUsings>
<BlazorDisableThrowNavigationException>true</BlazorDisableThrowNavigationException>
</PropertyGroup>
<ItemGroup>
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.AGUI\Microsoft.Agents.AI.AGUI.csproj" />
</ItemGroup>
</Project>
@@ -0,0 +1,23 @@
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<base href="/" />
<link rel="stylesheet" href="app.css" />
<link rel="stylesheet" href="AGUIWebChatClient.styles.css" />
<link rel="icon" type="image/png" href="favicon.png" />
<HeadOutlet @rendermode="@renderMode" />
</head>
<body>
<Routes @rendermode="@renderMode" />
<script src="_framework/blazor.web.js"></script>
</body>
</html>
@code {
private readonly IComponentRenderMode renderMode = new InteractiveServerRenderMode(prerender: false);
}
@@ -0,0 +1 @@
<div class="lds-ellipsis"><div></div><div></div><div></div><div></div></div>
@@ -0,0 +1,89 @@
/* Used under CC0 license */
.lds-ellipsis {
color: #666;
animation: fade-in 1s;
}
@keyframes fade-in {
0% {
opacity: 0;
}
100% {
opacity: 1;
}
}
.lds-ellipsis,
.lds-ellipsis div {
box-sizing: border-box;
}
.lds-ellipsis {
margin: auto;
display: block;
position: relative;
width: 80px;
height: 80px;
}
.lds-ellipsis div {
position: absolute;
top: 33.33333px;
width: 10px;
height: 10px;
border-radius: 50%;
background: currentColor;
animation-timing-function: cubic-bezier(0, 1, 1, 0);
}
.lds-ellipsis div:nth-child(1) {
left: 8px;
animation: lds-ellipsis1 0.6s infinite;
}
.lds-ellipsis div:nth-child(2) {
left: 8px;
animation: lds-ellipsis2 0.6s infinite;
}
.lds-ellipsis div:nth-child(3) {
left: 32px;
animation: lds-ellipsis2 0.6s infinite;
}
.lds-ellipsis div:nth-child(4) {
left: 56px;
animation: lds-ellipsis3 0.6s infinite;
}
@keyframes lds-ellipsis1 {
0% {
transform: scale(0);
}
100% {
transform: scale(1);
}
}
@keyframes lds-ellipsis3 {
0% {
transform: scale(1);
}
100% {
transform: scale(0);
}
}
@keyframes lds-ellipsis2 {
0% {
transform: translate(0, 0);
}
100% {
transform: translate(24px, 0);
}
}
@@ -0,0 +1,9 @@
@inherits LayoutComponentBase
@Body
<div id="blazor-error-ui" data-nosnippet>
An unhandled error has occurred.
<a href="." class="reload">Reload</a>
<span class="dismiss">🗙</span>
</div>
@@ -0,0 +1,20 @@
#blazor-error-ui {
color-scheme: light only;
background: lightyellow;
bottom: 0;
box-shadow: 0 -1px 2px rgba(0, 0, 0, 0.2);
box-sizing: border-box;
display: none;
left: 0;
padding: 0.6rem 1.25rem 0.7rem 1.25rem;
position: fixed;
width: 100%;
z-index: 1000;
}
#blazor-error-ui .dismiss {
cursor: pointer;
position: absolute;
right: 0.75rem;
top: 0.5rem;
}
@@ -0,0 +1,94 @@
@page "/"
@using System.ComponentModel
@inject IChatClient ChatClient
@inject NavigationManager Nav
@implements IDisposable
<PageTitle>Chat</PageTitle>
<ChatHeader OnNewChat="@ResetConversationAsync" />
<ChatMessageList Messages="@messages" InProgressMessage="@currentResponseMessage">
<NoMessagesContent>
<div>Ask the assistant a question to start a conversation.</div>
</NoMessagesContent>
</ChatMessageList>
<div class="chat-container">
<ChatSuggestions OnSelected="@AddUserMessageAsync" @ref="@chatSuggestions" />
<ChatInput OnSend="@AddUserMessageAsync" @ref="@chatInput" />
</div>
@code {
private const string SystemPrompt = @"
You are a helpful assistant.
";
private int statefulMessageCount;
private readonly ChatOptions chatOptions = new();
private readonly List<ChatMessage> messages = new();
private CancellationTokenSource? currentResponseCancellation;
private ChatMessage? currentResponseMessage;
private ChatInput? chatInput;
private ChatSuggestions? chatSuggestions;
protected override void OnInitialized()
{
statefulMessageCount = 0;
messages.Add(new(ChatRole.System, SystemPrompt));
}
private async Task AddUserMessageAsync(ChatMessage userMessage)
{
CancelAnyCurrentResponse();
// Add the user message to the conversation
messages.Add(userMessage);
chatSuggestions?.Clear();
await chatInput!.FocusAsync();
// Stream and display a new response from the IChatClient
var responseText = new TextContent("");
currentResponseMessage = new ChatMessage(ChatRole.Assistant, [responseText]);
StateHasChanged();
currentResponseCancellation = new();
await foreach (var update in ChatClient.GetStreamingResponseAsync(messages.Skip(statefulMessageCount), chatOptions, currentResponseCancellation.Token))
{
messages.AddMessages(update, filter: c => c is not TextContent);
responseText.Text += update.Text;
chatOptions.ConversationId = update.ConversationId;
ChatMessageItem.NotifyChanged(currentResponseMessage);
}
// Store the final response in the conversation, and begin getting suggestions
messages.Add(currentResponseMessage!);
statefulMessageCount = chatOptions.ConversationId is not null ? messages.Count : 0;
currentResponseMessage = null;
chatSuggestions?.Update(messages);
}
private void CancelAnyCurrentResponse()
{
// If a response was cancelled while streaming, include it in the conversation so it's not lost
if (currentResponseMessage is not null)
{
messages.Add(currentResponseMessage);
}
currentResponseCancellation?.Cancel();
currentResponseMessage = null;
}
private async Task ResetConversationAsync()
{
CancelAnyCurrentResponse();
messages.Clear();
messages.Add(new(ChatRole.System, SystemPrompt));
chatOptions.ConversationId = null;
statefulMessageCount = 0;
chatSuggestions?.Clear();
await chatInput!.FocusAsync();
}
public void Dispose()
=> currentResponseCancellation?.Cancel();
}
@@ -0,0 +1,11 @@
.chat-container {
position: sticky;
bottom: 0;
padding-left: 1.5rem;
padding-right: 1.5rem;
padding-top: 0.75rem;
padding-bottom: 1.5rem;
border-top-width: 1px;
background-color: #F3F4F6;
border-color: #E5E7EB;
}
@@ -0,0 +1,38 @@
@using System.Web
@if (!string.IsNullOrWhiteSpace(viewerUrl))
{
<a href="@viewerUrl" target="_blank" class="citation">
<svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor">
<path stroke-linecap="round" stroke-linejoin="round" d="M19.5 14.25v-2.625a3.375 3.375 0 0 0-3.375-3.375h-1.5A1.125 1.125 0 0 1 13.5 7.125v-1.5a3.375 3.375 0 0 0-3.375-3.375H8.25m0 12.75h7.5m-7.5 3H12M10.5 2.25H5.625c-.621 0-1.125.504-1.125 1.125v17.25c0 .621.504 1.125 1.125 1.125h12.75c.621 0 1.125-.504 1.125-1.125V11.25a9 9 0 0 0-9-9Z" />
</svg>
<div class="citation-content">
<div class="citation-file">@File</div>
<div>@Quote</div>
</div>
</a>
}
@code {
[Parameter]
public required string File { get; set; }
[Parameter]
public int? PageNumber { get; set; }
[Parameter]
public required string Quote { get; set; }
private string? viewerUrl;
protected override void OnParametersSet()
{
viewerUrl = null;
// If you ingest other types of content besides PDF files, construct a URL to an appropriate viewer here
if (File.EndsWith(".pdf"))
{
var search = Quote?.Trim('.', ',', ' ', '\n', '\r', '\t', '"', '\'');
viewerUrl = $"lib/pdf_viewer/viewer.html?file=/Data/{HttpUtility.UrlEncode(File)}#page={PageNumber}&search={HttpUtility.UrlEncode(search)}&phrase=true";
}
}
}
@@ -0,0 +1,37 @@
.citation {
display: inline-flex;
padding-top: 0.5rem;
padding-bottom: 0.5rem;
padding-left: 0.75rem;
padding-right: 0.75rem;
margin-top: 1rem;
margin-right: 1rem;
border-bottom: 2px solid #a770de;
gap: 0.5rem;
border-radius: 0.25rem;
font-size: 0.875rem;
line-height: 1.25rem;
background-color: #ffffff;
}
.citation[href]:hover {
outline: 1px solid #865cb1;
}
.citation svg {
width: 1.5rem;
height: 1.5rem;
}
.citation:active {
background-color: rgba(0,0,0,0.05);
}
.citation-content {
display: flex;
flex-direction: column;
}
.citation-file {
font-weight: 600;
}
@@ -0,0 +1,17 @@
<div class="chat-header-container main-background-gradient">
<div class="chat-header-controls page-width">
<button class="btn-default" @onclick="@OnNewChat">
<svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" class="new-chat-icon">
<path stroke-linecap="round" stroke-linejoin="round" d="M12 4.5v15m7.5-7.5h-15" />
</svg>
New chat
</button>
</div>
<h1 class="page-width">AGUI WebChat</h1>
</div>
@code {
[Parameter]
public EventCallback OnNewChat { get; set; }
}
@@ -0,0 +1,25 @@
.chat-header-container {
top: 0;
padding: 1.5rem;
}
.chat-header-controls {
margin-bottom: 1.5rem;
}
h1 {
overflow: hidden;
text-overflow: ellipsis;
}
.new-chat-icon {
width: 1.25rem;
height: 1.25rem;
color: rgb(55, 65, 81);
}
@media (min-width: 768px) {
.chat-header-container {
position: sticky;
}
}
@@ -0,0 +1,51 @@
@inject IJSRuntime JS
<EditForm Model="@this" OnValidSubmit="@SendMessageAsync">
<label class="input-box page-width">
<textarea @ref="@textArea" @bind="@messageText" placeholder="Type your message..." rows="1"></textarea>
<div class="tools">
<button type="submit" title="Send" class="send-button">
<svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" class="tool-icon">
<path stroke-linecap="round" stroke-linejoin="round" d="M6 12 3.269 3.125A59.769 59.769 0 0 1 21.485 12 59.768 59.768 0 0 1 3.27 20.875L5.999 12Zm0 0h7.5" />
</svg>
</button>
</div>
</label>
</EditForm>
@code {
private ElementReference textArea;
private string? messageText;
[Parameter]
public EventCallback<ChatMessage> OnSend { get; set; }
public ValueTask FocusAsync()
=> textArea.FocusAsync();
private async Task SendMessageAsync()
{
if (messageText is { Length: > 0 } text)
{
messageText = null;
await OnSend.InvokeAsync(new ChatMessage(ChatRole.User, text));
}
}
protected override async Task OnAfterRenderAsync(bool firstRender)
{
if (firstRender)
{
try
{
var module = await JS.InvokeAsync<IJSObjectReference>("import", "./Components/Pages/Chat/ChatInput.razor.js");
await module.InvokeVoidAsync("init", textArea);
await module.DisposeAsync();
}
catch (JSDisconnectedException)
{
}
}
}
}
@@ -0,0 +1,57 @@
.input-box {
display: flex;
flex-direction: column;
background: white;
border: 1px solid rgb(229, 231, 235);
border-radius: 8px;
padding: 0.5rem 0.75rem;
margin-top: 0.75rem;
}
.input-box:focus-within {
outline: 2px solid #4152d5;
}
textarea {
resize: none;
border: none;
outline: none;
flex-grow: 1;
}
textarea:placeholder-shown + .tools {
--send-button-color: #aaa;
}
.tools {
display: flex;
margin-top: 1rem;
align-items: center;
}
.tool-icon {
width: 1.25rem;
height: 1.25rem;
}
.send-button {
color: var(--send-button-color);
margin-left: auto;
}
.send-button:hover {
color: black;
}
.attach {
background-color: white;
border-style: dashed;
color: #888;
border-color: #888;
padding: 3px 8px;
}
.attach:hover {
background-color: #f0f0f0;
color: black;
}
@@ -0,0 +1,43 @@
export function init(elem) {
elem.focus();
// Auto-resize whenever the user types or if the value is set programmatically
elem.addEventListener('input', () => resizeToFit(elem));
afterPropertyWritten(elem, 'value', () => resizeToFit(elem));
// Auto-submit the form on 'enter' keypress
elem.addEventListener('keydown', (e) => {
if (e.key === 'Enter' && !e.shiftKey) {
e.preventDefault();
elem.dispatchEvent(new CustomEvent('change', { bubbles: true }));
elem.closest('form').dispatchEvent(new CustomEvent('submit', { bubbles: true, cancelable: true }));
}
});
}
function resizeToFit(elem) {
const lineHeight = parseFloat(getComputedStyle(elem).lineHeight);
elem.rows = 1;
const numLines = Math.ceil(elem.scrollHeight / lineHeight);
elem.rows = Math.min(5, Math.max(1, numLines));
}
function afterPropertyWritten(target, propName, callback) {
const descriptor = getPropertyDescriptor(target, propName);
Object.defineProperty(target, propName, {
get: function () {
return descriptor.get.apply(this, arguments);
},
set: function () {
const result = descriptor.set.apply(this, arguments);
callback();
return result;
}
});
}
function getPropertyDescriptor(target, propertyName) {
return Object.getOwnPropertyDescriptor(target, propertyName)
|| getPropertyDescriptor(Object.getPrototypeOf(target), propertyName);
}
@@ -0,0 +1,73 @@
@using System.Runtime.CompilerServices
@using System.Text.RegularExpressions
@using System.Linq
@if (Message.Role == ChatRole.User)
{
<div class="user-message">
@Message.Text
</div>
}
else if (Message.Role == ChatRole.Assistant)
{
foreach (var content in Message.Contents)
{
if (content is TextContent { Text: { Length: > 0 } text })
{
<div class="assistant-message">
<div>
<div class="assistant-message-icon">
<svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor">
<path stroke-linecap="round" stroke-linejoin="round" d="M12 18v-5.25m0 0a6.01 6.01 0 0 0 1.5-.189m-1.5.189a6.01 6.01 0 0 1-1.5-.189m3.75 7.478a12.06 12.06 0 0 1-4.5 0m3.75 2.383a14.406 14.406 0 0 1-3 0M14.25 18v-.192c0-.983.658-1.823 1.508-2.316a7.5 7.5 0 1 0-7.517 0c.85.493 1.509 1.333 1.509 2.316V18" />
</svg>
</div>
</div>
<div class="assistant-message-header">Assistant</div>
<div class="assistant-message-text">
<div>@((MarkupString)text)</div>
</div>
</div>
}
else if (content is FunctionCallContent { Name: "Search" } fcc && fcc.Arguments?.TryGetValue("searchPhrase", out var searchPhrase) is true)
{
<div class="assistant-search">
<div class="assistant-search-icon">
<svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor">
<path stroke-linecap="round" stroke-linejoin="round" d="m21 21-5.197-5.197m0 0A7.5 7.5 0 1 0 5.196 5.196a7.5 7.5 0 0 0 10.607 10.607Z" />
</svg>
</div>
<div class="assistant-search-content">
Searching:
<span class="assistant-search-phrase">@searchPhrase</span>
@if (fcc.Arguments?.TryGetValue("filenameFilter", out var filenameObj) is true && filenameObj is string filename && !string.IsNullOrEmpty(filename))
{
<text> in </text><span class="assistant-search-phrase">@filename</span>
}
</div>
</div>
}
}
}
@code {
private static readonly ConditionalWeakTable<ChatMessage, ChatMessageItem> SubscribersLookup = new();
[Parameter, EditorRequired]
public required ChatMessage Message { get; set; }
[Parameter]
public bool InProgress { get; set;}
protected override void OnInitialized()
{
SubscribersLookup.AddOrUpdate(Message, this);
}
public static void NotifyChanged(ChatMessage source)
{
if (SubscribersLookup.TryGetValue(source, out var subscriber))
{
subscriber.StateHasChanged();
}
}
}
@@ -0,0 +1,67 @@
.user-message {
background: rgb(182 215 232);
align-self: flex-end;
min-width: 25%;
max-width: calc(100% - 5rem);
padding: 0.5rem 1.25rem;
border-radius: 0.25rem;
color: #1F2937;
white-space: pre-wrap;
}
.assistant-message, .assistant-search {
display: grid;
grid-template-rows: min-content;
grid-template-columns: 2rem minmax(0, 1fr);
gap: 0.25rem;
}
.assistant-message-header {
font-weight: 600;
}
.assistant-message-text {
grid-column-start: 2;
}
.assistant-message-icon {
display: flex;
justify-content: center;
align-items: center;
border-radius: 9999px;
width: 1.5rem;
height: 1.5rem;
color: #ffffff;
background: #9b72ce;
}
.assistant-message-icon svg {
width: 1rem;
height: 1rem;
}
.assistant-search {
font-size: 0.875rem;
line-height: 1.25rem;
}
.assistant-search-icon {
display: flex;
justify-content: center;
align-items: center;
width: 1.5rem;
height: 1.5rem;
}
.assistant-search-icon svg {
width: 1rem;
height: 1rem;
}
.assistant-search-content {
align-content: center;
}
.assistant-search-phrase {
font-weight: 600;
}
@@ -0,0 +1,42 @@
@inject IJSRuntime JS
<div class="message-list-container">
<chat-messages class="page-width message-list" in-progress="@(InProgressMessage is not null)">
@foreach (var message in Messages)
{
<ChatMessageItem @key="@message" Message="@message" />
}
@if (InProgressMessage is not null)
{
<ChatMessageItem Message="@InProgressMessage" InProgress="true" />
<LoadingSpinner />
}
else if (IsEmpty)
{
<div class="no-messages">@NoMessagesContent</div>
}
</chat-messages>
</div>
@code {
[Parameter]
public required IEnumerable<ChatMessage> Messages { get; set; }
[Parameter]
public ChatMessage? InProgressMessage { get; set; }
[Parameter]
public RenderFragment? NoMessagesContent { get; set; }
private bool IsEmpty => !Messages.Any(m => (m.Role == ChatRole.User || m.Role == ChatRole.Assistant) && !string.IsNullOrEmpty(m.Text));
protected override async Task OnAfterRenderAsync(bool firstRender)
{
if (firstRender)
{
// Activates the auto-scrolling behavior
await JS.InvokeVoidAsync("import", "./Components/Pages/Chat/ChatMessageList.razor.js");
}
}
}
@@ -0,0 +1,22 @@
.message-list-container {
margin: 2rem 1.5rem;
flex-grow: 1;
}
.message-list {
display: flex;
flex-direction: column;
gap: 1.25rem;
}
.no-messages {
text-align: center;
font-size: 1.25rem;
color: #999;
margin-top: calc(40vh - 18rem);
}
chat-messages > ::deep div:last-of-type {
/* Adds some vertical buffer to so that suggestions don't overlap the output when they appear */
margin-bottom: 2rem;
}
@@ -0,0 +1,34 @@
// The following logic provides auto-scroll behavior for the chat messages list.
// If you don't want that behavior, you can simply not load this module.
window.customElements.define('chat-messages', class ChatMessages extends HTMLElement {
static _isFirstAutoScroll = true;
connectedCallback() {
this._observer = new MutationObserver(mutations => this._scheduleAutoScroll(mutations));
this._observer.observe(this, { childList: true, attributes: true });
}
disconnectedCallback() {
this._observer.disconnect();
}
_scheduleAutoScroll(mutations) {
// Debounce the calls in case multiple DOM updates occur together
cancelAnimationFrame(this._nextAutoScroll);
this._nextAutoScroll = requestAnimationFrame(() => {
const addedUserMessage = mutations.some(m => Array.from(m.addedNodes).some(n => n.parentElement === this && n.classList?.contains('user-message')));
const elem = this.lastElementChild;
if (ChatMessages._isFirstAutoScroll || addedUserMessage || this._elemIsNearScrollBoundary(elem, 300)) {
elem.scrollIntoView({ behavior: ChatMessages._isFirstAutoScroll ? 'instant' : 'smooth' });
ChatMessages._isFirstAutoScroll = false;
}
});
}
_elemIsNearScrollBoundary(elem, threshold) {
const maxScrollPos = document.body.scrollHeight - window.innerHeight;
const remainingScrollDistance = maxScrollPos - window.scrollY;
return remainingScrollDistance < elem.offsetHeight + threshold;
}
});
@@ -0,0 +1,78 @@
@inject IChatClient ChatClient
@if (suggestions is not null)
{
<div class="page-width suggestions">
@foreach (var suggestion in suggestions)
{
<button class="btn-subtle" @onclick="@(() => AddSuggestionAsync(suggestion))">
@suggestion
</button>
}
</div>
}
@code {
private static string Prompt = @"
Suggest up to 3 follow-up questions that I could ask you to help me complete my task.
Each suggestion must be a complete sentence, maximum 6 words.
Each suggestion must be phrased as something that I (the user) would ask you (the assistant) in response to your previous message,
for example 'How do I do that?' or 'Explain ...'.
If there are no suggestions, reply with an empty list.
";
private string[]? suggestions;
private CancellationTokenSource? cancellation;
[Parameter]
public EventCallback<ChatMessage> OnSelected { get; set; }
public void Clear()
{
suggestions = null;
cancellation?.Cancel();
}
public void Update(IReadOnlyList<ChatMessage> messages)
{
// Runs in the background and handles its own cancellation/errors
_ = UpdateSuggestionsAsync(messages);
}
private async Task UpdateSuggestionsAsync(IReadOnlyList<ChatMessage> messages)
{
cancellation?.Cancel();
cancellation = new CancellationTokenSource();
try
{
var response = await ChatClient.GetResponseAsync<string[]>(
[.. ReduceMessages(messages), new(ChatRole.User, Prompt)],
cancellationToken: cancellation.Token);
if (!response.TryGetResult(out suggestions))
{
suggestions = null;
}
StateHasChanged();
}
catch (Exception ex) when (ex is not OperationCanceledException)
{
await DispatchExceptionAsync(ex);
}
}
private async Task AddSuggestionAsync(string text)
{
await OnSelected.InvokeAsync(new(ChatRole.User, text));
}
private IEnumerable<ChatMessage> ReduceMessages(IReadOnlyList<ChatMessage> messages)
{
// Get any leading system messages, plus up to 5 user/assistant messages
// This should be enough context to generate suggestions without unnecessarily resending entire conversations when long
var systemMessages = messages.TakeWhile(m => m.Role == ChatRole.System);
var otherMessages = messages.Where((m, index) => m.Role == ChatRole.User || m.Role == ChatRole.Assistant).Where(m => !string.IsNullOrEmpty(m.Text)).TakeLast(5);
return systemMessages.Concat(otherMessages);
}
}
@@ -0,0 +1,9 @@
.suggestions {
text-align: right;
white-space: nowrap;
gap: 0.5rem;
justify-content: flex-end;
flex-wrap: wrap;
display: flex;
margin-bottom: 0.75rem;
}
@@ -0,0 +1,6 @@
<Router AppAssembly="typeof(Program).Assembly">
<Found Context="routeData">
<RouteView RouteData="routeData" DefaultLayout="typeof(Layout.MainLayout)" />
<FocusOnNavigate RouteData="routeData" Selector="h1" />
</Found>
</Router>
@@ -0,0 +1,12 @@
@using System.Net.Http
@using System.Net.Http.Json
@using Microsoft.AspNetCore.Components.Forms
@using Microsoft.AspNetCore.Components.Routing
@using Microsoft.AspNetCore.Components.Web
@using static Microsoft.AspNetCore.Components.Web.RenderMode
@using Microsoft.AspNetCore.Components.Web.Virtualization
@using Microsoft.JSInterop
@using AGUIWebChatClient
@using AGUIWebChatClient.Components
@using AGUIWebChatClient.Components.Layout
@using Microsoft.Extensions.AI
@@ -0,0 +1,34 @@
// Copyright (c) Microsoft. All rights reserved.
using AGUIWebChatClient.Components;
using Microsoft.Agents.AI.AGUI;
WebApplicationBuilder builder = WebApplication.CreateBuilder(args);
// Add services to the container.
builder.Services.AddRazorComponents()
.AddInteractiveServerComponents();
string serverUrl = builder.Configuration["SERVER_URL"] ?? "http://localhost:5100";
builder.Services.AddHttpClient("aguiserver", httpClient => httpClient.BaseAddress = new Uri(serverUrl));
builder.Services.AddChatClient(sp => new AGUIChatClient(
sp.GetRequiredService<IHttpClientFactory>().CreateClient("aguiserver"), "ag-ui"));
WebApplication app = builder.Build();
// Configure the HTTP request pipeline.
if (!app.Environment.IsDevelopment())
{
app.UseExceptionHandler("/Error", createScopeForErrors: true);
app.UseHsts();
}
app.UseHttpsRedirection();
app.UseAntiforgery();
app.MapStaticAssets();
app.MapRazorComponents<App>()
.AddInteractiveServerRenderMode();
app.Run();
@@ -0,0 +1,15 @@
{
"$schema": "https://json.schemastore.org/launchsettings.json",
"profiles": {
"http": {
"commandName": "Project",
"dotnetRunMessages": true,
"launchBrowser": true,
"applicationUrl": "http://localhost:5000",
"environmentVariables": {
"ASPNETCORE_ENVIRONMENT": "Development",
"SERVER_URL": "http://localhost:5100"
}
}
}
}
@@ -0,0 +1,93 @@
html {
min-height: 100vh;
}
html, .main-background-gradient {
background: linear-gradient(to bottom, rgb(225 227 233), #f4f4f4 25rem);
}
body {
display: flex;
flex-direction: column;
min-height: 100vh;
font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
}
html::after {
content: '';
background-image: linear-gradient(to right, #3a4ed5, #3acfd5 15%, #d53abf 85%, red);
width: 100%;
height: 2px;
position: fixed;
top: 0;
}
h1 {
font-size: 2.25rem;
line-height: 2.5rem;
font-weight: 600;
}
h1:focus {
outline: none;
}
.valid.modified:not([type=checkbox]) {
outline: 1px solid #26b050;
}
.invalid {
outline: 1px solid #e50000;
}
.validation-message {
color: #e50000;
}
.blazor-error-boundary {
background: url(data:image/svg+xml;base64,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) no-repeat 1rem/1.8rem, #b32121;
padding: 1rem 1rem 1rem 3.7rem;
color: white;
}
.blazor-error-boundary::after {
content: "An error has occurred."
}
.btn-default {
display: flex;
padding: 0.25rem 0.75rem;
gap: 0.25rem;
align-items: center;
border-radius: 0.25rem;
border: 1px solid #9CA3AF;
font-size: 0.875rem;
line-height: 1.25rem;
font-weight: 600;
background-color: #D1D5DB;
}
.btn-default:hover {
background-color: #E5E7EB;
}
.btn-subtle {
display: flex;
padding: 0.25rem 0.75rem;
gap: 0.25rem;
align-items: center;
border-radius: 0.25rem;
border: 1px solid #D1D5DB;
font-size: 0.875rem;
line-height: 1.25rem;
}
.btn-subtle:hover {
border-color: #93C5FD;
background-color: #DBEAFE;
}
.page-width {
max-width: 1024px;
margin: auto;
}
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After

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+185
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@@ -0,0 +1,185 @@
# AGUI WebChat Sample
This sample demonstrates a Blazor-based web chat application using the AG-UI protocol to communicate with an AI agent server.
The sample consists of two projects:
1. **Server** - An ASP.NET Core server that hosts a simple chat agent using the AG-UI protocol
2. **Client** - A Blazor Server application with a rich chat UI for interacting with the agent
## Prerequisites
### Azure OpenAI Configuration
The server requires Azure OpenAI credentials. Set the following environment variables:
```powershell
$env:AZURE_OPENAI_ENDPOINT="https://your-resource.openai.azure.com/"
$env:AZURE_OPENAI_DEPLOYMENT_NAME="your-deployment-name" # e.g., "gpt-4o"
```
The server uses `DefaultAzureCredential` for authentication. Ensure you are logged in using one of the following methods:
- Azure CLI: `az login`
- Azure PowerShell: `Connect-AzAccount`
- Visual Studio or VS Code with Azure extensions
- Environment variables with service principal credentials
## Running the Sample
### Step 1: Start the Server
Open a terminal and navigate to the Server directory:
```powershell
cd Server
dotnet run
```
The server will start on `http://localhost:5100` and expose the AG-UI endpoint at `/ag-ui`.
### Step 2: Start the Client
Open a new terminal and navigate to the Client directory:
```powershell
cd Client
dotnet run
```
The client will start on `http://localhost:5000`. Open your browser and navigate to `http://localhost:5000` to access the chat interface.
### Step 3: Chat with the Agent
Type your message in the text box at the bottom of the page and press Enter or click the send button. The assistant will respond with streaming text that appears in real-time.
Features:
- **Streaming responses**: Watch the assistant's response appear word by word
- **Conversation suggestions**: The assistant may offer follow-up questions after responding
- **New chat**: Click the "New chat" button to start a fresh conversation
- **Auto-scrolling**: The chat automatically scrolls to show new messages
## How It Works
### Server (AG-UI Host)
The server (`Server/Program.cs`) creates a simple chat agent:
```csharp
// Create Azure OpenAI client
AzureOpenAIClient azureOpenAIClient = new AzureOpenAIClient(
new Uri(endpoint),
new DefaultAzureCredential());
ChatClient chatClient = azureOpenAIClient.GetChatClient(deploymentName);
// Create AI agent
ChatClientAgent agent = chatClient.AsIChatClient().CreateAIAgent(
name: "ChatAssistant",
instructions: "You are a helpful assistant.");
// Map AG-UI endpoint
app.MapAGUI("/ag-ui", agent);
```
The server exposes the agent via the AG-UI protocol at `http://localhost:5100/ag-ui`.
### Client (Blazor Web App)
The client (`Client/Program.cs`) configures an `AGUIChatClient` to connect to the server:
```csharp
string serverUrl = builder.Configuration["SERVER_URL"] ?? "http://localhost:5100";
builder.Services.AddHttpClient("aguiserver", httpClient => httpClient.BaseAddress = new Uri(serverUrl));
builder.Services.AddChatClient(sp => new AGUIChatClient(
sp.GetRequiredService<IHttpClientFactory>().CreateClient("aguiserver"), "ag-ui"));
```
The Blazor UI (`Client/Components/Pages/Chat/Chat.razor`) uses the `IChatClient` to:
- Send user messages to the agent
- Stream responses back in real-time
- Maintain conversation history
- Display messages with appropriate styling
### UI Components
The chat interface is built from several Blazor components:
- **Chat.razor** - Main chat page coordinating the conversation flow
- **ChatHeader.razor** - Header with "New chat" button
- **ChatMessageList.razor** - Scrollable list of messages with auto-scroll
- **ChatMessageItem.razor** - Individual message rendering (user vs assistant)
- **ChatInput.razor** - Text input with auto-resize and keyboard shortcuts
- **ChatSuggestions.razor** - AI-generated follow-up question suggestions
- **LoadingSpinner.razor** - Animated loading indicator during streaming
## Configuration
### Server Configuration
The server URL and port are configured in `Server/Properties/launchSettings.json`:
```json
{
"profiles": {
"http": {
"applicationUrl": "http://localhost:5100"
}
}
}
```
### Client Configuration
The client connects to the server URL specified in `Client/Properties/launchSettings.json`:
```json
{
"profiles": {
"http": {
"applicationUrl": "http://localhost:5000",
"environmentVariables": {
"SERVER_URL": "http://localhost:5100"
}
}
}
}
```
To change the server URL, modify the `SERVER_URL` environment variable in the client's launch settings or provide it at runtime:
```powershell
$env:SERVER_URL="http://your-server:5100"
dotnet run
```
## Customization
### Changing the Agent Instructions
Edit the instructions in `Server/Program.cs`:
```csharp
ChatClientAgent agent = chatClient.AsIChatClient().CreateAIAgent(
name: "ChatAssistant",
instructions: "You are a helpful coding assistant specializing in C# and .NET.");
```
### Styling the UI
The chat interface uses CSS files colocated with each Razor component. Key styles:
- `wwwroot/app.css` - Global styles, buttons, color scheme
- `Components/Pages/Chat/Chat.razor.css` - Chat container layout
- `Components/Pages/Chat/ChatMessageItem.razor.css` - Message bubbles and icons
- `Components/Pages/Chat/ChatInput.razor.css` - Input box styling
### Disabling Suggestions
To disable the AI-generated follow-up suggestions, comment out the suggestions component in `Chat.razor`:
```razor
@* <ChatSuggestions OnSelected="@AddUserMessageAsync" @ref="@chatSuggestions" /> *@
```
@@ -0,0 +1,21 @@
<Project Sdk="Microsoft.NET.Sdk.Web">
<PropertyGroup>
<OutputType>Exe</OutputType>
<TargetFrameworks>net10.0</TargetFrameworks>
<ImplicitUsings>enable</ImplicitUsings>
<Nullable>enable</Nullable>
</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 +1,35 @@
// Copyright (c) Microsoft. All rights reserved.
// This sample demonstrates a basic AG-UI server hosting a chat agent for the Blazor web client.
using Azure.AI.OpenAI;
using Azure.Identity;
using Microsoft.Agents.AI;
using Microsoft.Agents.AI.Hosting.AGUI.AspNetCore;
using Microsoft.Extensions.AI;
using OpenAI.Chat;
WebApplicationBuilder builder = WebApplication.CreateBuilder(args);
builder.Services.AddHttpClient().AddLogging();
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
AzureOpenAIClient azureOpenAIClient = new(
new Uri(endpoint),
new DefaultAzureCredential());
ChatClient chatClient = azureOpenAIClient.GetChatClient(deploymentName);
ChatClientAgent agent = chatClient.AsIChatClient().CreateAIAgent(
name: "ChatAssistant",
instructions: "You are a helpful assistant.");
// Map the AG-UI agent endpoint
app.MapAGUI("/ag-ui", agent);
await app.RunAsync();
@@ -0,0 +1,14 @@
{
"$schema": "https://json.schemastore.org/launchsettings.json",
"profiles": {
"http": {
"commandName": "Project",
"dotnetRunMessages": true,
"launchBrowser": false,
"applicationUrl": "http://localhost:5100",
"environmentVariables": {
"ASPNETCORE_ENVIRONMENT": "Development"
}
}
}
}
@@ -25,7 +25,6 @@
<PackageReference Include="CommunityToolkit.Aspire.OllamaSharp" />
<PackageReference Include="Microsoft.Extensions.AI" />
<PackageReference Include="Microsoft.Extensions.AI.Abstractions" />
<PackageReference Include="Microsoft.Extensions.AI.AzureAIInference" />
<PackageReference Include="Microsoft.Extensions.AI.OpenAI" />
<PackageReference Include="Microsoft.AspNetCore.OpenAPI" />
<PackageReference Include="Swashbuckle.AspNetCore.SwaggerUI" />
@@ -1,8 +1,6 @@
// Copyright (c) Microsoft. All rights reserved.
using AgentWebChat.AgentHost.Utilities;
using Azure;
using Azure.AI.Inference;
using Microsoft.Extensions.AI;
using OllamaSharp;
@@ -24,7 +22,6 @@ public static class ChatClientExtensions
ClientChatProvider.Ollama => builder.AddOllamaClient(connectionName, connectionInfo),
ClientChatProvider.OpenAI => builder.AddOpenAIClient(connectionName, connectionInfo),
ClientChatProvider.AzureOpenAI => builder.AddAzureOpenAIClient(connectionName).AddChatClient(connectionInfo.SelectedModel),
ClientChatProvider.AzureAIInference => builder.AddAzureInferenceClient(connectionName, connectionInfo),
_ => throw new NotSupportedException($"Unsupported provider: {connectionInfo.Provider}")
};
@@ -44,16 +41,6 @@ public static class ChatClientExtensions
})
.AddChatClient(connectionInfo.SelectedModel);
private static ChatClientBuilder AddAzureInferenceClient(this IHostApplicationBuilder builder, string connectionName, ChatClientConnectionInfo connectionInfo) =>
builder.Services.AddChatClient(sp =>
{
var credential = new AzureKeyCredential(connectionInfo.AccessKey!);
var client = new ChatCompletionsClient(connectionInfo.Endpoint, credential, new AzureAIInferenceClientOptions());
return client.AsIChatClient(connectionInfo.SelectedModel);
});
private static ChatClientBuilder AddOllamaClient(this IHostApplicationBuilder builder, string connectionName, ChatClientConnectionInfo connectionInfo)
{
var httpKey = $"{connectionName}_http";
@@ -83,7 +70,6 @@ public static class ChatClientExtensions
ClientChatProvider.Ollama => builder.AddKeyedOllamaClient(connectionName, connectionInfo),
ClientChatProvider.OpenAI => builder.AddKeyedOpenAIClient(connectionName, connectionInfo),
ClientChatProvider.AzureOpenAI => builder.AddKeyedAzureOpenAIClient(connectionName).AddKeyedChatClient(connectionName, connectionInfo.SelectedModel),
ClientChatProvider.AzureAIInference => builder.AddKeyedAzureInferenceClient(connectionName, connectionInfo),
_ => throw new NotSupportedException($"Unsupported provider: {connectionInfo.Provider}")
};
@@ -103,16 +89,6 @@ public static class ChatClientExtensions
})
.AddKeyedChatClient(connectionName, connectionInfo.SelectedModel);
private static ChatClientBuilder AddKeyedAzureInferenceClient(this IHostApplicationBuilder builder, string connectionName, ChatClientConnectionInfo connectionInfo) =>
builder.Services.AddKeyedChatClient(connectionName, sp =>
{
var credential = new AzureKeyCredential(connectionInfo.AccessKey!);
var client = new ChatCompletionsClient(connectionInfo.Endpoint, credential, new AzureAIInferenceClientOptions());
return client.AsIChatClient(connectionInfo.SelectedModel);
});
private static ChatClientBuilder AddKeyedOllamaClient(this IHostApplicationBuilder builder, string connectionName, ChatClientConnectionInfo connectionInfo)
{
var httpKey = $"{connectionName}_http";
@@ -27,7 +27,7 @@ internal sealed class OpenAIResponsesAgentClient(HttpClient httpClient) : AgentC
Transport = new HttpClientPipelineTransport(httpClient)
};
var openAiClient = new OpenAIResponseClient(model: agentName, credential: new ApiKeyCredential("dummy-key"), options: options).AsIChatClient();
var openAiClient = new ResponsesClient(model: agentName, credential: new ApiKeyCredential("dummy-key"), options: options).AsIChatClient();
var chatOptions = new ChatOptions()
{
ConversationId = threadId
@@ -8,3 +8,6 @@ dotnet_diagnostic.DURABLE0003.severity = none
dotnet_diagnostic.DURABLE0004.severity = none
dotnet_diagnostic.DURABLE0005.severity = none
dotnet_diagnostic.DURABLE0006.severity = none
# CA1812: Internal classes are instantiated via dependency injection or reflection in samples
dotnet_diagnostic.CA1812.severity = none
@@ -6,8 +6,8 @@
<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>
<AssemblyName>Workflow</AssemblyName>
<RootNamespace>Workflow</RootNamespace>
</PropertyGroup>
<ItemGroup>
@@ -7,7 +7,7 @@ using Microsoft.Agents.AI;
using Microsoft.Agents.AI.Hosting.AzureFunctions;
using Microsoft.Azure.Functions.Worker.Builder;
using Microsoft.Extensions.Hosting;
using OpenAI;
using OpenAI.Chat;
// Get the Azure OpenAI endpoint and deployment name from environment variables.
string endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT")
@@ -32,6 +32,6 @@ AIAgent agent = client.GetChatClient(deploymentName).CreateAIAgent(JokerInstruct
using IHost app = FunctionsApplication
.CreateBuilder(args)
.ConfigureFunctionsWebApplication()
.ConfigureDurableAgents(options => options.AddAIAgent(agent))
.ConfigureDurableAgents(options => options.AddAIAgent(agent, timeToLive: TimeSpan.FromHours(1)))
.Build();
app.Run();
@@ -5,4 +5,4 @@
POST {{authority}}/api/agents/Joker/run
Content-Type: text/plain
Tell me a joke about a pirate.
Hello world
@@ -7,7 +7,7 @@ using Microsoft.Agents.AI;
using Microsoft.Agents.AI.Hosting.AzureFunctions;
using Microsoft.Azure.Functions.Worker.Builder;
using Microsoft.Extensions.Hosting;
using OpenAI;
using OpenAI.Chat;
// Get the Azure OpenAI endpoint and deployment name from environment variables.
string endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT")
@@ -7,7 +7,7 @@ using Microsoft.Agents.AI;
using Microsoft.Agents.AI.Hosting.AzureFunctions;
using Microsoft.Azure.Functions.Worker.Builder;
using Microsoft.Extensions.Hosting;
using OpenAI;
using OpenAI.Chat;
// Get the Azure OpenAI endpoint and deployment name from environment variables.
string endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT")
@@ -7,7 +7,7 @@ using Microsoft.Agents.AI;
using Microsoft.Agents.AI.Hosting.AzureFunctions;
using Microsoft.Azure.Functions.Worker.Builder;
using Microsoft.Extensions.Hosting;
using OpenAI;
using OpenAI.Chat;
// Get the Azure OpenAI endpoint and deployment name from environment variables.
string endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT")
@@ -7,7 +7,7 @@ using Microsoft.Agents.AI;
using Microsoft.Agents.AI.Hosting.AzureFunctions;
using Microsoft.Azure.Functions.Worker.Builder;
using Microsoft.Extensions.Hosting;
using OpenAI;
using OpenAI.Chat;
// Get the Azure OpenAI endpoint and deployment name from environment variables.
string endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT")
@@ -11,7 +11,7 @@ using Microsoft.Extensions.AI;
using Microsoft.Extensions.DependencyInjection;
using Microsoft.Extensions.Hosting;
using Microsoft.Extensions.Logging;
using OpenAI;
using OpenAI.Chat;
// Get the Azure OpenAI endpoint and deployment name from environment variables.
string endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT")
@@ -13,7 +13,7 @@ using Microsoft.Agents.AI.DurableTask;
using Microsoft.Agents.AI.Hosting.AzureFunctions;
using Microsoft.Azure.Functions.Worker.Builder;
using Microsoft.Extensions.Hosting;
using OpenAI;
using OpenAI.Chat;
// Get the Azure OpenAI endpoint and deployment name from environment variables.
string endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT")
@@ -0,0 +1,47 @@
<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>ReliableStreaming</AssemblyName>
<RootNamespace>ReliableStreaming</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>
<!-- Redis for reliable streaming -->
<ItemGroup>
<PackageReference Include="StackExchange.Redis" />
</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 +1,319 @@
// Copyright (c) Microsoft. All rights reserved.
using System.Text;
using Microsoft.Agents.AI;
using Microsoft.Agents.AI.DurableTask;
using Microsoft.Agents.AI.Hosting.AzureFunctions;
using Microsoft.AspNetCore.Http;
using Microsoft.AspNetCore.Http.Features;
using Microsoft.AspNetCore.Mvc;
using Microsoft.Azure.Functions.Worker;
using Microsoft.DurableTask.Client;
using Microsoft.Extensions.Logging;
namespace ReliableStreaming;
/// <summary>
/// HTTP trigger functions for reliable streaming of durable agent responses.
/// </summary>
/// <remarks>
/// This class exposes two endpoints:
/// <list type="bullet">
/// <item>
/// <term>Create</term>
/// <description>Starts an agent run and streams responses. The response format depends on the
/// <c>Accept</c> header: <c>text/plain</c> returns raw text (ideal for terminals), while
/// <c>text/event-stream</c> or any other value returns Server-Sent Events (SSE).</description>
/// </item>
/// <item>
/// <term>Stream</term>
/// <description>Resumes a stream from a cursor position, enabling reliable message delivery</description>
/// </item>
/// </list>
/// </remarks>
public sealed class FunctionTriggers
{
private readonly RedisStreamResponseHandler _streamHandler;
private readonly ILogger<FunctionTriggers> _logger;
/// <summary>
/// Initializes a new instance of the <see cref="FunctionTriggers"/> class.
/// </summary>
/// <param name="streamHandler">The Redis stream handler for reading/writing agent responses.</param>
/// <param name="logger">The logger instance.</param>
public FunctionTriggers(RedisStreamResponseHandler streamHandler, ILogger<FunctionTriggers> logger)
{
this._streamHandler = streamHandler;
this._logger = logger;
}
/// <summary>
/// Creates a new agent session, starts an agent run with the provided prompt,
/// and streams the response back to the client.
/// </summary>
/// <remarks>
/// <para>
/// The response format depends on the <c>Accept</c> header:
/// <list type="bullet">
/// <item><c>text/plain</c>: Returns raw text output, ideal for terminal display with curl</item>
/// <item><c>text/event-stream</c> or other: Returns Server-Sent Events (SSE) with cursor support</item>
/// </list>
/// </para>
/// <para>
/// The response includes an <c>x-conversation-id</c> header containing the conversation ID.
/// For SSE responses, clients can use this conversation ID to resume the stream if disconnected
/// by calling the <see cref="StreamAsync"/> endpoint with the conversation ID and the last received cursor.
/// </para>
/// <para>
/// Each SSE event contains the following fields:
/// <list type="bullet">
/// <item><c>id</c>: The Redis stream entry ID (use as cursor for resumption)</item>
/// <item><c>event</c>: Either "message" for content or "done" for stream completion</item>
/// <item><c>data</c>: The text content of the response chunk</item>
/// </list>
/// </para>
/// </remarks>
/// <param name="request">The HTTP request containing the prompt in the body.</param>
/// <param name="durableClient">The Durable Task client for signaling agents.</param>
/// <param name="context">The function invocation context.</param>
/// <param name="cancellationToken">Cancellation token.</param>
/// <returns>A streaming response in the format specified by the Accept header.</returns>
[Function(nameof(CreateAsync))]
public async Task<IActionResult> CreateAsync(
[HttpTrigger(AuthorizationLevel.Anonymous, "post", Route = "agent/create")] HttpRequest request,
[DurableClient] DurableTaskClient durableClient,
FunctionContext context,
CancellationToken cancellationToken)
{
// Read the prompt from the request body
string prompt = await new StreamReader(request.Body).ReadToEndAsync(cancellationToken);
if (string.IsNullOrWhiteSpace(prompt))
{
return new BadRequestObjectResult("Request body must contain a prompt.");
}
AIAgent agentProxy = durableClient.AsDurableAgentProxy(context, "TravelPlanner");
// Create a new agent thread
AgentThread thread = agentProxy.GetNewThread();
string agentSessionId = thread.GetService<AgentSessionId>().ToString();
this._logger.LogInformation("Creating new agent session: {AgentSessionId}", agentSessionId);
// Run the agent in the background (fire-and-forget)
DurableAgentRunOptions options = new() { IsFireAndForget = true };
await agentProxy.RunAsync(prompt, thread, options, cancellationToken);
this._logger.LogInformation("Agent run started for session: {AgentSessionId}", agentSessionId);
// Check Accept header to determine response format
// text/plain = raw text output (ideal for terminals)
// text/event-stream or other = SSE format (supports resumption)
string? acceptHeader = request.Headers.Accept.FirstOrDefault();
bool useSseFormat = acceptHeader?.Contains("text/plain", StringComparison.OrdinalIgnoreCase) != true;
return await this.StreamToClientAsync(
conversationId: agentSessionId, cursor: null, useSseFormat, request.HttpContext, cancellationToken);
}
/// <summary>
/// Resumes streaming from a specific cursor position for an existing session.
/// </summary>
/// <remarks>
/// <para>
/// Use this endpoint to resume a stream after disconnection. Pass the conversation ID
/// (from the <c>x-conversation-id</c> response header) and the last received cursor
/// (Redis stream entry ID) to continue from where you left off.
/// </para>
/// <para>
/// If no cursor is provided, streaming starts from the beginning of the stream.
/// This allows clients to replay the entire response if needed.
/// </para>
/// <para>
/// The response format depends on the <c>Accept</c> header:
/// <list type="bullet">
/// <item><c>text/plain</c>: Returns raw text output, ideal for terminal display with curl</item>
/// <item><c>text/event-stream</c> or other: Returns Server-Sent Events (SSE) with cursor support</item>
/// </list>
/// </para>
/// </remarks>
/// <param name="request">The HTTP request. Use the <c>cursor</c> query parameter to specify the cursor position.</param>
/// <param name="conversationId">The conversation ID to stream from.</param>
/// <param name="cancellationToken">Cancellation token.</param>
/// <returns>A streaming response in the format specified by the Accept header.</returns>
[Function(nameof(StreamAsync))]
public async Task<IActionResult> StreamAsync(
[HttpTrigger(AuthorizationLevel.Anonymous, "get", Route = "agent/stream/{conversationId}")] HttpRequest request,
string conversationId,
CancellationToken cancellationToken)
{
if (string.IsNullOrWhiteSpace(conversationId))
{
return new BadRequestObjectResult("Conversation ID is required.");
}
// Get the cursor from query string (optional)
string? cursor = request.Query["cursor"].FirstOrDefault();
this._logger.LogInformation(
"Resuming stream for conversation {ConversationId} from cursor: {Cursor}",
conversationId,
cursor ?? "(beginning)");
// Check Accept header to determine response format
// text/plain = raw text output (ideal for terminals)
// text/event-stream or other = SSE format (supports cursor-based resumption)
string? acceptHeader = request.Headers.Accept.FirstOrDefault();
bool useSseFormat = acceptHeader?.Contains("text/plain", StringComparison.OrdinalIgnoreCase) != true;
return await this.StreamToClientAsync(conversationId, cursor, useSseFormat, request.HttpContext, cancellationToken);
}
/// <summary>
/// Streams chunks from the Redis stream to the HTTP response.
/// </summary>
/// <param name="conversationId">The conversation ID to stream from.</param>
/// <param name="cursor">Optional cursor to resume from. If null, streams from the beginning.</param>
/// <param name="useSseFormat">True to use SSE format, false for plain text.</param>
/// <param name="httpContext">The HTTP context for writing the response.</param>
/// <param name="cancellationToken">Cancellation token.</param>
/// <returns>An empty result after streaming completes.</returns>
private async Task<IActionResult> StreamToClientAsync(
string conversationId,
string? cursor,
bool useSseFormat,
HttpContext httpContext,
CancellationToken cancellationToken)
{
// Set response headers based on format
httpContext.Response.Headers.ContentType = useSseFormat
? "text/event-stream"
: "text/plain; charset=utf-8";
httpContext.Response.Headers.CacheControl = "no-cache";
httpContext.Response.Headers.Connection = "keep-alive";
httpContext.Response.Headers["x-conversation-id"] = conversationId;
// Disable response buffering if supported
httpContext.Features.Get<IHttpResponseBodyFeature>()?.DisableBuffering();
try
{
await foreach (StreamChunk chunk in this._streamHandler.ReadStreamAsync(
conversationId,
cursor,
cancellationToken))
{
if (chunk.Error != null)
{
this._logger.LogWarning("Stream error for conversation {ConversationId}: {Error}", conversationId, chunk.Error);
await WriteErrorAsync(httpContext.Response, chunk.Error, useSseFormat, cancellationToken);
break;
}
if (chunk.IsDone)
{
await WriteEndOfStreamAsync(httpContext.Response, chunk.EntryId, useSseFormat, cancellationToken);
break;
}
if (chunk.Text != null)
{
await WriteChunkAsync(httpContext.Response, chunk, useSseFormat, cancellationToken);
}
}
}
catch (OperationCanceledException)
{
this._logger.LogInformation("Client disconnected from stream {ConversationId}", conversationId);
}
return new EmptyResult();
}
/// <summary>
/// Writes a text chunk to the response.
/// </summary>
private static async Task WriteChunkAsync(
HttpResponse response,
StreamChunk chunk,
bool useSseFormat,
CancellationToken cancellationToken)
{
if (useSseFormat)
{
await WriteSSEEventAsync(response, "message", chunk.Text!, chunk.EntryId);
}
else
{
await response.WriteAsync(chunk.Text!, cancellationToken);
}
await response.Body.FlushAsync(cancellationToken);
}
/// <summary>
/// Writes an end-of-stream marker to the response.
/// </summary>
private static async Task WriteEndOfStreamAsync(
HttpResponse response,
string entryId,
bool useSseFormat,
CancellationToken cancellationToken)
{
if (useSseFormat)
{
await WriteSSEEventAsync(response, "done", "[DONE]", entryId);
}
else
{
await response.WriteAsync("\n", cancellationToken);
}
await response.Body.FlushAsync(cancellationToken);
}
/// <summary>
/// Writes an error message to the response.
/// </summary>
private static async Task WriteErrorAsync(
HttpResponse response,
string error,
bool useSseFormat,
CancellationToken cancellationToken)
{
if (useSseFormat)
{
await WriteSSEEventAsync(response, "error", error, null);
}
else
{
await response.WriteAsync($"\n[Error: {error}]\n", cancellationToken);
}
await response.Body.FlushAsync(cancellationToken);
}
/// <summary>
/// Writes a Server-Sent Event to the response stream.
/// </summary>
private static async Task WriteSSEEventAsync(
HttpResponse response,
string eventType,
string data,
string? id)
{
StringBuilder sb = new();
// Include the ID if provided (used as cursor for resumption)
if (!string.IsNullOrEmpty(id))
{
sb.AppendLine($"id: {id}");
}
sb.AppendLine($"event: {eventType}");
sb.AppendLine($"data: {data}");
sb.AppendLine(); // Empty line marks end of event
await response.WriteAsync(sb.ToString());
}
}

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