agent-framework

Python: Refactor ag-ui to clean up some patterns (#2363 )

* Refactor ag-ui to clean up some patterns

* Mypy fixes

* Fix imports, typing, tests, logging.

* Fix test import error

* Fix imports again

* Fix thread handling

Evan Mattson · 2025-11-27 02:13:03 +00:00

8cf8b0f995

Python: docs: Update Python orchestration documentation (#2087 )

* docs: Update Python orchestration documentation

Remove outdated 'coming soon' statements for GroupChat, Sequential,
and Concurrent orchestrations in core package README and transparency FAQ.

Add links to existing samples in python/samples/getting_started/workflows/orchestration/.

Note: python/README.md was already updated in PR #1914 (2499262f).

Fixes documentation inconsistency found in Issue #1899.

* Address review feedback: make TRANSPARENCY_FAQ language-neutral

Remove Python-specific sample links from TRANSPARENCY_FAQ.md as it should
pertain to all MAF languages (Python and .NET), not strictly Python.

The python/packages/core/README.md retains the specific sample links as
that is Python-specific documentation.

* Update Learn documentation link in README

---------

Co-authored-by: kishikawa-hayato <84244732+HerBest-max@users.noreply.github.com>
Co-authored-by: Victor Dibia <chuvidi2003@gmail.com>

Hayato Kishikawa · 2025-11-27 00:13:15 +00:00

6c624319db

Python: [Breaking] Python: Respond with AgentRunResponse with serialized structured output (#2285 )

* Respond with AgentRunResponse

* Fix response_Format type

* Address comments

* Fix tests

* Fix log

* Addressed comments

* Code cleanup

* Use AgentTask vs Generator

* Address comments

* use lazy logging

* fix mypy errors

Laveesh Rohra · 2025-11-26 18:44:28 +00:00

306c81aef8

[BREAKING] Python: Standardize orchestration outputs as list of ChatMessage. Allow agent as group chat manager. (#2291 )

* Standardize orchestration outputs as list of chatmessage. Add chat options to group chat prompt manager

* refactor group chat

* Improve group chat manager

* README Update

* Cleanup

* Add comment

* More cleanup

* Standardize termination condition for group chat

* Improvements on termination logic

* Fix tests

* Fix new line

* PR feedback

* Update ChatKit based on OpenAI type change

* Raise error if response format is not expected type

* Only one starting executor required. Add tests.

* Add magentic start executor test

Evan Mattson · 2025-11-26 07:51:04 +00:00

907d79ab3c

Python: Added support for application endpoints in Azure AI client (#2460 )

* Added support for application endpoints in Azure AI client

* Fixed tests

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

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

* Addressed comments

---------

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

Dmytro Struk · 2025-11-25 19:32:55 +00:00

5d8be5836c

Python: Added MCP tool support for azure functions package. (#2385 )

* Python: Add Scaffolding for Durable AzureFunctions package to Agent Framework (#1823)

* Add scafolding

* update readme

* add code owners and label

* update owners

* .NET: Durable extension: initial src and unit tests (#1900)

* Python: Add Durable Agent Wrapper code (#1913)

* add initial changes

* Move code and add single sample

* Update logger

* Remove unused code

* address PR comments

* cleanup code and address comments

---------

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

* Azure Functions .NET samples (#1939)

* Python: Add Unit tests for Azurefunctions package (#1976)

* Add Unit tests for Azurefunctions

* remove duplicate import

* .NET: [Feature Branch] Migrate state schema updates and support for agents as MCP tools (#1979)

* Python: Add more samples for Azure Functions (#1980)

* Move all samples

* fix comments

* remove dead lines

* Make samples simpler

* Agents as MCP tools

* Removed unused files and updated sample

* .NET: [Feature Branch] Durable Task extension integration tests (#2017)

* .NET: [Feature Branch] Update OpenAI config for integration tests (#2063)

* Python: Add Integration tests for AzureFunctions  (#2020)

* Add Integration tests

* Remove DTS extension

* Apply suggestions from code review

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

* Apply suggestions from code review

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

* Add pyi file for type safety

* Add samples in readme

* Updated all readme instructions

* Address comments

* Update readmes

* Fix requirements

* Address comments

---------

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

* Addressed copilot feedback

* Minor refactoring and added tests

* Updated mcp sample

* Fixed broken link in readme

* Addressed copilot comments

* Addressed feedback

* Updated property to enable_mcp_tool_trigger

---------

Co-authored-by: Laveesh Rohra <larohra@microsoft.com>
Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>
Co-authored-by: Chris Gillum <cgillum@microsoft.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

Gavin Aguiar · 2025-11-25 18:50:02 +00:00

b1c210c9d8

Python: [BREAKING] Removed default "store" value (#2443 )

* Removed default store value

* Small fix

Dmytro Struk · 2025-11-25 17:53:08 +00:00

b8260ae24c

[BREAKING] Python: Adjust magentic event types raised. No need for custom events. (#2215 )

* Adjust magentic event types raised. No need for custom events.

* Cleanup

* Fix test

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

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

---------

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

Evan Mattson · 2025-11-25 08:24:08 +00:00

27b3a517eb

Python: fix for logging setup (#2371 )

* fix for logging setup

* typo fixes

* fix text

Eduard van Valkenburg · 2025-11-25 08:19:34 +00:00

1b4103dce3

Python: Fix runtime response format for responses client (#2440 )

* Fix runtime response format for responses client

* Handle run time schema for Azure AI Client.

Evan Mattson · 2025-11-25 07:50:20 +00:00

2a4802eac3

Python: AzureAI OpenAPI + Memory Search Samples (#2390 )

* openapi + memory search samples

* readme update

* memory store name fix

Giles Odigwe · 2025-11-25 01:17:14 +00:00

e303cc963d

fix: always include output in function call result message (#2414 )

This follows the official OpenAI API schema

Tomek Słoma · 2025-11-25 00:44:43 +00:00

c78edda64f

Python: Preserve MCP array items schema in Pydantic field generation (#2382 )

* mcp tool parameter fix

* small fixes

Giles Odigwe · 2025-11-24 17:16:30 +00:00

bcbf1b33e8

Python: renamed ai search and cleanup of samples and unified import logic (#2369 )

* renamed ai search and cleanup of samples and unified import logic

* fixed error messages

* fixed folder name

* remove old samples from readme

Eduard van Valkenburg · 2025-11-24 17:06:22 +00:00

9f43108ef1

a2a sample update (#2391 )

Giles Odigwe · 2025-11-24 10:57:00 +00:00

ec08ee541d

Bug fix for Redis TypeError (#2411 )

Evan Mattson · 2025-11-24 10:48:33 +00:00

f9a94ce7b5

Python: make tool call view optional in DevUI + other link fixes (#2243 )

* make tool call view optional in devui + other link fixes

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

* fix dialog bug

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

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

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

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

fixes #2334

* fix bug to ensure in memory entities cannot be reloaded in ui

Victor Dibia · 2025-11-24 07:22:53 +00:00

f0f1051c7d

Python: Integration tests for Azure AI client and fixes in samples (#2387 )

* Added integration tests

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

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

* Small fixes in samples

* Small fix

* Small fix

---------

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

Dmytro Struk · 2025-11-22 00:31:57 +00:00

ee8936d514

Python: Use Foundry evaluators to evaluate agent workflows (#2322 )

* Create workflow evaluation with Foundry demo

* Upgrade syntax

* Add copyright line

* import fix

* import fix

* address pr comments

* Python: Workflow eval sample - print evaluator names

* Python: Workflow eval - address PR comments

* Update samples readme

---------

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

Salma El-Shafey · 2025-11-21 09:51:44 +00:00

4c529037b8

Python: Fix the example of multi-tier handoff workflow with specialist-to-specialist routing (#2332 )

* Fix the example (1) to send only one initial message (2) to end conversation after trigger the last response as the comment describes

* Apply suggestions from code review

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

* changed the hard-coded user query

---------

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

Tsu-Ting · 2025-11-21 09:36:35 +00:00

1bf926bfc9

Python: feat(mcp): add full _meta field support for CallToolResult objects (#2286 )

* feat(mcp): add full _meta field support for CallToolResult objects

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

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

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

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

* Clarify MCP _meta field test to use generic example metadata

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

---------

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

Bryan Ostdiek · 2025-11-21 08:43:24 +00:00

d18ce24bf8

removed additional properties from messages sent to OAI responses and chat (#2344 )

Eduard van Valkenburg · 2025-11-21 08:41:38 +00:00

a7a0660cac

Python: Add Handoff + tool approval + checkpointing sample (#2346 )

* Handoff sample

* handoff with tool approval

* add Hanoff sample with tool approval and checkpointing

* Add to README

* Remove unnecessary files

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

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

* Fix comment

---------

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

Evan Mattson · 2025-11-21 13:13:27 +09:00

0781d4b459

Sample to show passing in JSON schema for structured outputs (#2362 )

Evan Mattson · 2025-11-21 01:42:46 +00:00

5bdf8a774a

Updated package versions (#2360 )

Dmytro Struk · 2025-11-20 16:07:10 -08:00

cf13e35c73

Update Workflow Viz sample comments (#2361 )

Tao Chen · 2025-11-20 23:34:27 +00:00

5353b9a2f0

Python: Feature/azure ai search agentic rag (search as separate package) (#2328 )

* Python: Fix pyright errors and move search provider to core (#1546)

* address pablo coments

* update azure ai search pypi version to latest prev

* init update

* Fix MyPy type annotation errors in search provider

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

* Fix DEFAULT_CONTEXT_PROMPT MyPy error and update test

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

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

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

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

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

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

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

* Python: Clarify top_k parameter only applies to semantic mode

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

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

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

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

Added support for configurable Knowledge Base behavior in agentic mode:

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

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

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

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

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

* effort and outputmode query params

* Address PR review feedback for Azure AI Search context provider

* comments eduward

* ed latest comments

---------

Co-authored-by: Farzad Sunavala <farzad.sunavala.enovate.ai>
Co-authored-by: farzad528 <farzad528@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>

Farzad Sunavala · 2025-11-20 22:34:46 +00:00

04e711cd55

Python: Remove duplicated workflow observability sample (#2357 )

* Remove duplicated workflow observability sample

* Fix link

Tao Chen · 2025-11-20 21:06:12 +00:00

02af2bc0ef

Python: Move evaluation folders to under evaluations (#2355 )

* Move evaluation folders to under evaluations

* Change folder path

David Wu · 2025-11-20 20:50:23 +00:00

e5b63a1041

Python: Fix for Azure AI client (#2358 )

* Fix for Azure AI client

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

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

---------

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

Dmytro Struk · 2025-11-20 20:46:28 +00:00

b575b631c8

fix(observability): handle datetime serialization in tool results (#2248 )

Fixes #2219

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

Co-authored-by: kishikawa-hayato <84244732+HerBest-max@users.noreply.github.com>

Hayato Kishikawa · 2025-11-20 17:50:45 +00:00

f99dca033f

[BREAKING] Python: Schema changes for azure functions package (#2151 )

* Python: Add Scaffolding for Durable AzureFunctions package to Agent Framework (#1823)

* Add scafolding

* update readme

* add code owners and label

* update owners

* .NET: Durable extension: initial src and unit tests (#1900)

* Python: Add Durable Agent Wrapper code (#1913)

* add initial changes

* Move code and add single sample

* Update logger

* Remove unused code

* address PR comments

* cleanup code and address comments

---------

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

* Azure Functions .NET samples (#1939)

* Python: Add Unit tests for Azurefunctions package (#1976)

* Add Unit tests for Azurefunctions

* remove duplicate import

* .NET: [Feature Branch] Migrate state schema updates and support for agents as MCP tools (#1979)

* Python: Add more samples for Azure Functions (#1980)

* Move all samples

* fix comments

* remove dead lines

* Make samples simpler

* .NET: [Feature Branch] Durable Task extension integration tests (#2017)

* .NET: [Feature Branch] Update OpenAI config for integration tests (#2063)

* Python: Add Integration tests for AzureFunctions  (#2020)

* Add Integration tests

* Remove DTS extension

* Apply suggestions from code review

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

* Apply suggestions from code review

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

* Add pyi file for type safety

* Add samples in readme

* Updated all readme instructions

* Address comments

* Update readmes

* Fix requirements

* Address comments

---------

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

* .NET: [Feature Branch] Update dotnet-build-and-test.yml to support integration tests (#2070)

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

* Fix DTS startup issue and improve logging (#2103)

* .NET: [Feature Branch] Introduce Azure OpenAI config for .NET pipeline (#2106)

Also fixes an issue where we were trying to start docker containers for integration tests on Windows, which doesn't work.

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

* Fix uv.lock after merge

* Python: Add README for Azure Functions samples setup (#2100)

* Add README for Azure Functions samples setup

Added setup instructions for Azure Functions samples, including environment setup, virtual environment creation, and running samples.

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

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

* Apply suggestions from code review

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

* Apply suggestion from @Copilot

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

* Apply suggestions from code review

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

---------

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

* Fix or remove broken markdown file links (#2115)

* .NET: [Feature Branch] Update HTTP API to be consistent across languages (#2118)

* Python: Fix AzureFunctions Integration Tests (#2116)

* Add Identity Auth to samples

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

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

* Update python/samples/getting_started/azure_functions/01_single_agent/function_app.py

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

* Update python/samples/getting_started/azure_functions/02_multi_agent/function_app.py

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

* Update python/samples/getting_started/azure_functions/06_multi_agent_orchestration_conditionals/README.md

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

---------

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

* Python: Fix Http Schema (#2112)

* Rename to threadid

* Respond in plain text

* Make snake-case

* Add http prefix

* rename to wait-for-response

* Add query param check

* address comments

* .NET: Remove IsPackable=false in preparation for nuget release (#2142)

* Python: Move `azurefunctions` to `azure` for import (#2141)

* Move import to Azure

* fix mypy

* Update python/packages/azurefunctions/README.md

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

* Add missing types

* Address comments

---------

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

* Update python/packages/azurefunctions/pyproject.toml

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

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

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

* Fix imports

* Address PR feedback from westey-m (#2150)

- Adds a link from the /dotnet/samples/README.md to /dotnet/samples/AzureFunctions
- Make DurableAgentThread deserialization internal for future-proofing
- Update JSON serialization logic to address recently discovered issues with source generator serialization

* Schema changes for azure functions

* Fixed serialization bug

* update to camel case

* Adding logs

* merge with main

* sync uv.lock

* Updated schema

* Fixed tests

* Addressed comments

* Fixed mypy errors

* Fixed bug in responsetype and authorName

* Addressed feedback

* Addressed more feedback

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

* Initial fixes

* Address more comments

* Address remaining comments

* Fixed remaining snake_case properties

* Fixed remaining snake_case properties

* Fixed mypy errors

* Minor changes

* revert tool names

* Fixed mypy errors

---------

Co-authored-by: Laveesh Rohra <larohra@microsoft.com>
Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>
Co-authored-by: Chris Gillum <cgillum@microsoft.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Anirudh Garg <anirudhg@microsoft.com>
Co-authored-by: Victoria Hall <victoriahall@microsoft.com>

Gavin Aguiar · 2025-11-20 16:24:34 +00:00

6ae32f007d

Python: small fix for logging in declarative (#2341 )

* small fix for logging in declarative

* fix spaces in string

Eduard van Valkenburg · 2025-11-20 10:31:00 +00:00

039e49f353

Improve exception handling (#2337 )

Evan Mattson · 2025-11-20 09:25:09 +00:00

61dbacd6f8

Python: Move red teaming files to its own folder (#2333 )

* Move red teaming files to its own folder

* Update file path

* Updated folder names

* Updated reference names

David Wu · 2025-11-20 08:28:22 +00:00

c7a8c12296

Python: Fix tool execution bleed-over in aiohttp/Bot Framework scenarios (#2314 )

* Deep copy the agent chat options to avoid mutations

* avoiding _thread.RLock pickling errors

Evan Mattson · 2025-11-20 08:06:14 +00:00

d714b91a14

Python: clean up exception (#2319 )

* Potential fix for code scanning alert no. 18: Information exposure through an exception

Co-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>

* Fix test

---------

Co-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>

Evan Mattson · 2025-11-20 00:54:07 +00:00

99689add09

Python: propagate as_tool() kwargs. Add sample for runtime context with as_tool kwargs and middleware. (#2311 )

* as tool kwargs

* simplify

Evan Mattson · 2025-11-20 00:53:44 +00:00

4fcc5a4b7d

Python: Clean up imports (#2318 )

* chore: tidy imports

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

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

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

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

* chore: revert stub file change

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

---------

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

Brandon McConnell · 2025-11-19 23:41:01 +00:00

79bb87061b

Python: Use AI Foundry evaluators for self-reflection (#2250 )

* First working version

* Simplify the implementations

* Remove unused env var

* Update Python syntax

* Address feedbacks

* Fix a typo

* Update names as review suggestions

* Citation for self-reflection

* Move to independent folder

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

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

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

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

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

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

---------

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

David Wu · 2025-11-19 18:41:21 +00:00

b3e96b80ae

Python: Introducing support for declarative yaml spec (#2002 )

* first work on declarative

* initial version of the declarative support

* fix tests and mypy

* fix parameters of functiontool

* slight logic improvement

* remove path until merge

* updates from comments

* create dispatcher and spec type, json_schema method

* fix mypy, skipping model

* updated lock

* fixed declarative tests and renamed some other test files

* refined loader

* updated lock

* fix mypy

* added readme to samples folder

* fixes from review

* undid test file rename

Eduard van Valkenburg · 2025-11-19 16:33:02 +00:00

92df9e14bf

Python: fix all to include the latest and made that single source of truth (#2303 )

* fix all to include the latest and made that single source of truth

* add lab

Eduard van Valkenburg · 2025-11-19 16:09:28 +00:00

d2d0f46e15

Python: Added M365 Agent SDK Hosting sample (#2292 )

* Added M365 Agent SDK Hosting sample

* Addressed PR feedback

* Added inline dependencies

* Addressed PR feedback

Dmytro Struk · 2025-11-19 15:54:47 +00:00

84e2c0cc22

added test to validate status set (#2265 )

Eduard van Valkenburg · 2025-11-19 15:54:12 +00:00

4e339f841a

Python: fix: @ai_function doesn't properly handle 'self' param (#2266 )

* Fixes Python: @ai_function doesn't properly handle 'self' param
Fixes #1343

* fix for declaration only funcs

* fix mypy

Eduard van Valkenburg · 2025-11-19 15:49:50 +00:00

34a00f1b8a

Python: Added Foundry Sample for A2A + SharePoint Samples (#2313 )

* a2a + sharepoint samples

* small fixes

Giles Odigwe · 2025-11-19 11:13:47 +00:00

d5165e2532

Python: fix: resolve string annotations in FunctionExecutor (#2308 )

* fix: resolve string annotations in FunctionExecutor

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

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

Fixes #1808

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

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

* ran pre commit

---------

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

Gwyneth Peña-Siguenza · 2025-11-19 07:26:44 +00:00

f83c39f924

Python: fix Langfuse observability to capture ChatAgent system instructions (#2316 )

Fix bug where ChatAgent system instructions were not captured in Langfuse
traces due to incorrect attribute access.

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

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

Fixes affect:
- Line 1123: _trace_agent_run (non-streaming)
- Line 1192: _trace_agent_run_stream (streaming)

claude89757 · 2025-11-19 07:08:27 +00:00

037349ff90

Python: fix for Incomplete URL substring sanitization (#2274 )

* Potential fix for code scanning alert no. 29: Incomplete URL substring sanitization

Co-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>

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

* Initial plan

* Fix URL parsing to handle trailing punctuation correctly

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

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* updated lock

---------

Co-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>
Co-authored-by: Copilot <198982749+Copilot@users.noreply.github.com>
Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
Co-authored-by: Victor Dibia <chuvidi2003@gmail.com>

Eduard van Valkenburg · 2025-11-18 22:16:58 +00:00

293abf5b56

Python: Improve WorkflowBuilder doc strings with code samples (#1960 )

* Improve WorkflowBuilder doc strings with code samples

* Cleanup

Evan Mattson · 2025-11-18 22:13:17 +00:00

e2d2299a4f

398 Commits