agent-framework

Python: Add custom agent and chat client implementation examples (#849 )

* Initial plan

* Add custom agent and chat client examples with complete implementations and documentation

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

* Simplify custom examples per feedback: remove __init__.py, keep only EchoAgent/EchoingChatClient, add proper documentation, update README table format

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

* Small fixes and formatting

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: dmytrostruk <13853051+dmytrostruk@users.noreply.github.com>

Copilot · 2025-09-22 04:42:33 +00:00

39566d1dbf

Python: Extending middleware capabilities (#844 )

* Implemented termination

* Added termination sample

* Allowed middleware pipeline modification

* Added run-level middleware

* Added more validation to function-based middleware

* Added example with function-based decorator approach

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

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

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

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

* Small improvements

* Fixed tests

---------

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

Dmytro Struk · 2025-09-22 04:37:57 +00:00

f61d8abe58

Python: Added Anthropic agent example (#850 )

* Added Anthropic example

* Small fix

Dmytro Struk · 2025-09-22 04:04:07 +00:00

08f792e511

Python: Fixing the OpenAI Responses Client to be able to persist and interact with server-side threads (#818 )

* Fix options_dict handling in response client

* Update python/packages/main/agent_framework/openai/_responses_client.py

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

* Update condition for storing chat options

Fixes issue where, when using server-side threads, AF would pass back the function call message due to store being in chat_options in kwargs, not at the kwargs level. Means the appending of only the tool execution result never happens.

Resulted in a "tool output not found error" as we replied with the call not the result first.

* Refactor chat_options access for clarity

* Refactor store option assignment in responses client

* Small fixes

---------

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

fiow123 · 2025-09-22 01:58:50 +00:00

94cef85c71

Python: Add tau2 benchmark integration with comprehensive testing and documentation (#817 )

* first commit to tau2-bench

* tau2-bench agent

* tau2 agent

* add condition

* checkpoint

* bug fix

* add tests

* fix tests

* add comments

* add comments

* minor fix

* fix

* batch test script

* .

* init.bak -> init.py

* fix mypy

* update readme

* fix env

* remove temp files

* setup tests

* fix gaia tasks

* fix tau2 tests

* fix coverage

* fix default version

* update cookiecutter template

---------

Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>

Yuge Zhang · 2025-09-21 23:08:45 +00:00

205cd700c8

Add AgentWorkflowBuilder with Sequential, Concurrent, Handoff (#792 )

Stephen Toub · 2025-09-19 19:16:07 +00:00

52790b9f6a

Python: [BREAKING] Python: Make executor ID required, improvements around handling rehydrating checkpoints (#832 )

* Make executor ID required, improvements around handling rehydrating checkpoints.

* Duplicate executor validation added

* fix remaining issues

---------

Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>

Evan Mattson · 2025-09-19 18:57:09 +00:00

aba094b5cf

.NET Workflows - Rename folder containing sample workflows (#836 )

* coolio

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

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

---------

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

Chris · 2025-09-19 17:40:51 +00:00

7cd45e313b

Python: Fix: Add meaningful error message when graphviz binary is not installed (#826 )

* Initial plan

* Fix: Add meaningful error message for missing graphviz binary

Co-authored-by: ekzhu <320302+ekzhu@users.noreply.github.com>

* Fix CI error: Make graphviz test conditional to avoid import errors

Co-authored-by: ekzhu <320302+ekzhu@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: ekzhu <320302+ekzhu@users.noreply.github.com>
Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>

Copilot · 2025-09-19 05:56:49 +00:00

965918b883

Fix typo 'lighting' --> 'lightning'; update labler (#823 )

Eric Zhu · 2025-09-19 02:17:12 +00:00

367a3275d1

Python: Agent and Function middleware (#770 )

* Initial middleware implementation

* Small fixes

* Small updates

* Small updates in samples

* Moved middleware functionality to decorator

* Removed obsolete file

* Renamed AgentInvocationContext to AzureRunContext

* Added unit tests

* Small settings update for test discovery in VS Code

* Added unit tests

* Reverted changes in environment settings

* Added context result override

* Renaming and updates to logic

* Added more samples

* Updated DEV_SETUP.md

* Addressed PR feedback

* Addressed PR feedback

* Removed unused parameter

* Small fix

* Small fix in telemetry logic

* Revert "Small fix in telemetry logic"

This reverts commit 6f82660d2d.

* Small fix

---------

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

Dmytro Struk · 2025-09-18 23:30:05 +00:00

99860a5d07

Update link for Orchestration Samples in README (#825 )

Fix broken link to sample

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

Jon Galloway · 2025-09-18 22:03:06 +00:00

538be4c149

Bump Azure.Identity from 1.15.0 to 1.16.0 (#807 )

---
updated-dependencies:
- dependency-name: Azure.Identity
  dependency-version: 1.16.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
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dependabot[bot] · 2025-09-18 21:57:33 +00:00

de416b3f81

.NET: Add provider sample for OpenAI Assistants (#812 )

* Add provider sample for OpenAI Assistants

* Suggestions from pr

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

* Add deprecation warnings for OpenAI Assistants

---------

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

westey · 2025-09-18 15:22:06 +00:00

daee44d583

Bump Microsoft.ML.OnnxRuntimeGenAI from 0.9.1 to 0.9.2 (#808 )

---
updated-dependencies:
- dependency-name: Microsoft.ML.OnnxRuntimeGenAI
  dependency-version: 0.9.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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

dependabot[bot] · 2025-09-18 15:20:45 +00:00

edf114b5e2

Fix sample (#816 )

Chris · 2025-09-18 15:20:30 +00:00

387b15997d

Python: Workflow event source updates (#789 )

* Workflow event source updates

* Add WorkflowLifecycleEvent TypeAlias. Update docstrings

* Updates

* Rename

---------

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

Evan Mattson · 2025-09-18 15:17:55 +00:00

960196cd52

Bump OllamaSharp from 5.3.6 to 5.4.4 (#810 )

---
updated-dependencies:
- dependency-name: OllamaSharp
  dependency-version: 5.4.4
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

dependabot[bot] · 2025-09-18 14:13:46 +00:00

6a66ad517a

Bump Newtonsoft.Json from 13.0.3 to 13.0.4 (#809 )

---
updated-dependencies:
- dependency-name: Newtonsoft.Json
  dependency-version: 13.0.4
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

dependabot[bot] · 2025-09-18 14:11:34 +00:00

6c7d674af6

Fix step number for memory usage sample (#803 )

Updated the link for the 'Using memory with an agent' sample to reflect the new step number.

Mark Wallace · 2025-09-18 15:04:29 +01:00

3e5d398bf8

Python: Enhance tool call handling and function result processing (#790 )

* Tool call enhancement

* add tests

* fix comments

* resolve comments

---------

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

Yuge Zhang · 2025-09-18 04:13:30 +00:00

1dba779f76

Python: Fix falsy values being filtered out in ChatOptions.to_provider_settings (#787 )

* Python: Fix temperature=0 filtered out in chat options

* fix failing tests

---------

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

Yuge Zhang · 2025-09-18 03:57:37 +00:00

4c80e7017d

Enable more analyzers and various code tweaks/cleanup (#738 )

Stephen Toub · 2025-09-18 01:48:25 +00:00

5e5761b288

Python: Fix Multimodal input bug (#799 )

* fix multimodal bug python

* update file names

* precommit fixes

* Update python/samples/getting_started/multimodal_input/README.md

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

* udpate readme

* add copyright line, remove audio example function

---------

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

Victor Dibia · 2025-09-17 21:44:42 +00:00

f3264966ff

.NET: [BREAKING] Support Checkpoint Serialization (#735 )

* feat: Support Checkpoint Serialization

* Implements serialization roundtripping for checkpoints.
* Adds support for JSON serialization
* Adds FileSystem-based checkpoint persistence

* fix: Executor State does not deserialize correctly

The StateManager was not properly handling delay-deserialized values.

* Fix PortableValue handling in StateManager (this makes it delegate to PortableValue the uwnrapping)
* Fix UnitTest to actually test checkpoint serialization
* Additional review comment fixes

---------

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

Jacob Alber · 2025-09-17 19:57:19 +00:00

2015f0dc09

Bump Microsoft.Identity.Client.Extensions.Msal from 4.74.1 to 4.77.0 (#741 )

---
updated-dependencies:
- dependency-name: Microsoft.Identity.Client.Extensions.Msal
  dependency-version: 4.77.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
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dependabot[bot] · 2025-09-17 15:25:41 +00:00

2a04c4197e

.NET: Update AgentThread, MessageStores and Context Providers to deserialize via constructor. (#779 )

* Update AgentThread, MessageStores and Context Providers to deserialize via constructor.

* Fix pr comment.

* Add additional validation for AgentThread deserialization

* Update WorkflowMessageStore desreialize to improve error checking.

* Reduce allocations in InMemoryChatMessageStore

---------

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

westey · 2025-09-17 10:08:13 +00:00

4247fc26dd

Python: Add base_url support to OpenAI settings and improve initialization (#788 )

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

Yuge Zhang · 2025-09-17 07:56:11 +00:00

3050c8c8bd

Python: Introduce Agent Framework Lab with GAIA Benchmark and Lighting project for RL (#719 )

* prepare eval package

* add gaia benchmark to eval package

* update telemetry

* renaming

* organization

* organize into namespace packages; rename to labs

* update cookie cutter instruction

* update gaia runner

* use temp directory

* Rename "labs" --> "lab"

* update

* update gaia sample

* update status

* Add lighting project

* Add listing for lighting

Eric Zhu · 2025-09-17 05:59:21 +00:00

a1b0a28f9c

Bump actions/setup-dotnet from 4.3.1 to 5.0.0 (#746 )

Bumps [actions/setup-dotnet](https://github.com/actions/setup-dotnet) from 4.3.1 to 5.0.0.
- [Release notes](https://github.com/actions/setup-dotnet/releases)
- [Commits](https://github.com/actions/setup-dotnet/compare/v4.3.1...v5.0.0)

---
updated-dependencies:
- dependency-name: actions/setup-dotnet
  dependency-version: 5.0.0
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
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dependabot[bot] · 2025-09-17 03:46:51 +00:00

a7e35a4fea

Bump danielpalme/ReportGenerator-GitHub-Action from 5.4.11 to 5.4.13 (#745 )

Bumps [danielpalme/ReportGenerator-GitHub-Action](https://github.com/danielpalme/reportgenerator-github-action) from 5.4.11 to 5.4.13.
- [Release notes](https://github.com/danielpalme/reportgenerator-github-action/releases)
- [Commits](https://github.com/danielpalme/reportgenerator-github-action/compare/5.4.11...5.4.13)

---
updated-dependencies:
- dependency-name: danielpalme/ReportGenerator-GitHub-Action
  dependency-version: 5.4.13
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

dependabot[bot] · 2025-09-17 03:46:33 +00:00

024722373e

Bump actions/github-script from 7 to 8 (#743 )

Bumps [actions/github-script](https://github.com/actions/github-script) from 7 to 8.
- [Release notes](https://github.com/actions/github-script/releases)
- [Commits](https://github.com/actions/github-script/compare/v7...v8)

---
updated-dependencies:
- dependency-name: actions/github-script
  dependency-version: '8'
  dependency-type: direct:production
  update-type: version-update:semver-major
...

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dependabot[bot] · 2025-09-17 03:46:13 +00:00

2de6855bf6

Bump actions/checkout from 4 to 5 (#744 )

Bumps [actions/checkout](https://github.com/actions/checkout) from 4 to 5.
- [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/v4...v5)

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

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

dependabot[bot] · 2025-09-17 03:45:58 +00:00

a5cf64b979

.NET Workflow - Declarative Workflow Event Fix (#765 )

* Checkpoint

* Update workflows/DeepResearch.yaml

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

* Comment

* Fix comment

* Update package version

* Fix nuget haxx

* Checkpoint

* Code complete

* Testing

* Message content workaround

* Add sequential flow

* Checkpoint

* Integration test project

* Checkpoint

* Checkpoint cleanup

* Complete

* Checkpoint

* Fix tests

* Comment cleanup

* Namespace

* Formatting

* Analyzer updates

* Workflow update

* Fixed!

* Update dotnet/tests/Microsoft.Agents.Workflows.Declarative.UnitTests/DeclarativeWorkflowTest.cs

Co-authored-by: Tao Chen <taochen@microsoft.com>

* Fix build error

* Purge "immutable" set and dictionary

* Fix as task

* Collection expression

* Another

* Frozen => Readonly (perf)

* Fix

* Namespace

* Checkpoint

* Add test

* Fix

* Rollback workflow edit

* nitty

---------

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

Chris · 2025-09-16 18:57:07 +00:00

b2d2019874

Python: Add Entra ID Credentials Support for Azure Monitor Telemetry (#778 )

* Adds Azure Monitor Entra ID authentication support

Enables token-based authentication for Application Insights by adding an optional credential parameter to telemetry setup functions.

* Fix linting errors

* Documentation: Add Entra ID authentication details to README for Application Insights

* Documentation: Add Entra ID authentication details to README for Application Insights

* Update python/packages/main/agent_framework/telemetry.py

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

* Update python/samples/getting_started/telemetry/README.md

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

* Update python/packages/main/agent_framework/telemetry.py

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

* Rename application_insights_credential to credential

---------

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

amritpal-singh-98 · 2025-09-16 16:42:04 +00:00

6b91d41a73

.NET: Add missing OpenAI GetAIAgent extensions (#690 )

* Wip

* Add missing extensions for OpenAI agents

* Apply suggestion from @Copilot

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

* Remove duplicate xmldoc

* Address comment

---------

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

Roger Barreto · 2025-09-16 15:06:48 +00:00

0dd49e4a67

Python: [BREAKING] Move workflow to main package (#767 )

* Move workflow to main package

* Remove workflow specific unit test config

* Remove workflow-specific version info

* Revert unintended telemetry changes

* Removed the obsolete packages/workflow/tests target

* Rename dir workflow to _workflow

* Fix test imports

Evan Mattson · 2025-09-16 12:04:07 +00:00

732d9f6cd7

Python: api doc generation setup (#342 )

* api doc generation setup

* remove old log file

* improved check md function

* update with sample code in docstring

* updated script

* docs update

* docs update and action

* removed all-extras

* fixed sync command

* moved install

* moved action

* renamed folder

* fixed syntax

* add python path

* fix mypy and reused steps

* updated merge test

* undo change

* slight update in poe commands

* dev setup update

* updated uvlock

Eduard van Valkenburg · 2025-09-16 10:02:53 +00:00

65dd48aa1d

.NET: Add AIContextProvider support (#691 )

* Add AIContextProvider support

* Address feedback.

* Address PR comments.

* Switch to valuetask and remove parallel calls for AIContextProvider

* Remove Model from ModelInvokingAsync method name

* Remove agent thread id again and remove it from context provider interface

* Add AIContextProvider serialization support to AgentThread and update sample to show this feature

* Address PR comments

* Improve memory sample

* Update sample comment.

* Remove AggregateAIContextProvider for now since it makes too many assumptions.  We can include it later as a sample if needed.

* Update AIContextProviders to have an Invoked method instead of MessagesAddingAsync.

* Remove unused using.

* Address PR comments.

* Address PR comment.

* Update comment.

* Update comment

* Address PR comments.

westey · 2025-09-16 09:54:18 +00:00

66fe1c957c

replaced HEADERS with user_agent (#732 )

Eduard van Valkenburg · 2025-09-16 07:57:37 +00:00

89cb94b5c2

.NET Workflow - Declarative State Consolidation (#759 )

* Checkpoint

* Update workflows/DeepResearch.yaml

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

* Comment

* Fix comment

* Update package version

* Fix nuget haxx

* Checkpoint

* Code complete

* Testing

* Message content workaround

* Add sequential flow

* Checkpoint

* Integration test project

* Checkpoint

* Checkpoint cleanup

* Complete

* Checkpoint

* Fix tests

* Comment cleanup

* Namespace

* Formatting

* Analyzer updates

* Workflow update

* Fixed!

* Update dotnet/tests/Microsoft.Agents.Workflows.Declarative.UnitTests/DeclarativeWorkflowTest.cs

Co-authored-by: Tao Chen <taochen@microsoft.com>

* Fix build error

* Purge "immutable" set and dictionary

* Fix as task

* Collection expression

* Another

* Frozen => Readonly (perf)

* Fix

* Namespace

---------

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

Chris · 2025-09-16 03:09:12 +00:00

fb513c38a6

Use LangVersion 13 rather than 12 (#760 )

Stephen Toub · 2025-09-16 02:49:00 +00:00

a0664201e2

Python: Add Sequential orchestration builder support. Samples. Tests. (#703 )

* Add support for the Sequential Builder. Add samples. Add tests

* AgentExecutor: always compute full convo during response

* Upgrade azure-ai-agents ToolOutput to FunctionToolOutput

* Explicit notes around allows types for custom agent executors

Evan Mattson · 2025-09-16 01:52:34 +00:00

5c0b037e2c

Python: Workflow run state and structured error events, sample updates, tests (#725 )

* Add workflow event types to surface workflow state, status, and failures.

* Address PR feedback

* Updates to use new workflow run state enums

Evan Mattson · 2025-09-16 01:36:25 +00:00

68b76e6726

Python: Added Copilot Studio Agent (#722 )

* Small fix in dotnet conformance tests

* Added CopilotStudioAgent implementation

* Added examples

* Updated package README

* Small fixes

* Small improvements

* Fixed dotnet tests

* Add unit tests

* Updated tests

* Small updates

* Small test fixes

* Revert "Small test fixes"

This reverts commit 983ac44a70.

* Small fixes in documentation

* Updated test configuration

* Revert "Updated test configuration"

This reverts commit 2a16fea815.

* Small fix

* Reverted TODO item

* Small suppressions

* More fixes

* Small fixes

* Fixed tests

* Removed disallow_any_unimported rule in all packages

* Fixes

Dmytro Struk · 2025-09-15 23:21:07 +00:00

e7cd03b32e

.NET Workflow - Integrated updated CPS Object Model (#681 )

* Checkpoint

* Update workflows/DeepResearch.yaml

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

* Comment

* Fix comment

* Update package version

* Fix nuget haxx

* Checkpoint

* Code complete

* Testing

* Message content workaround

* Add sequential flow

* Checkpoint

* Integration test project

* Checkpoint

* Checkpoint cleanup

* Complete

* Update package

---------

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

Chris · 2025-09-15 20:41:07 +00:00

74879489a4

Python: added args and results to function call span (#733 )

* added args and results to function call span

* add ignores for mypy

* improved serialization

* also add None result

* improved handling

* log args when None

* slight tweak

* fix tests

Eduard van Valkenburg · 2025-09-15 18:28:01 +00:00

db58a10a37

enable uv ecosystem for dependabot (#751 )

Eduard van Valkenburg · 2025-09-15 18:16:26 +00:00

ba9a1a61e1

Removing fallback to DefaultAzureCredential outside of testing. (#755 )

Ben Thomas · 2025-09-15 16:55:28 +00:00

e1e5100afe

.NET: Python: OpenAI Responses Agent Completeness (#721 )

* OpenAI Responses Agent Completeness

* prepare options

* added unit tests

* azure responses test fix

* resolved conflict

* pre commit fix

* Revert "Merge remote changes and resolve conflicts"

This reverts commit 56787f25a4, reversing
changes made to f71a27ebfe.

* Fixes

* azure responses file search fix

* Fix corrupted uv.lock file

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

Giles Odigwe · 2025-09-15 16:19:53 +00:00

0715e0f8d3

1974 Commits