agent-framework

Python: [Breaking] removed pydantic from types and workflows (#917 )

* removed pydantic from types

* fix test

* fix test

* fix tests

* fix assistants client

* Remove Pydantic usage from workflow code.

* updated pydantic removal

* updated lock and test fixes

* fix mypy

* updated build system

* updated chat client parsing

* fix broken test

---------

Co-authored-by: Evan Mattson <evan.mattson@microsoft.com>

Eduard van Valkenburg · 2025-09-29 21:19:58 +00:00

b4ebafa9b1

Python: support checkpoints for workflow orchestrations and sub-workflows (#863 )

* Magentic checkpoint wip

* Magentic checkpoint updates

* Support checkpointing for magentic orchestration.

* Checkpointing for sub-workflows

* Use _execute_contexts instead of _pending_requests

* Remove unnecessary type ignores

* Support checkpoints for other orchestrations, refactor some code.

* Regenerate uv.lock

Evan Mattson · 2025-09-26 02:21:06 +00:00

2cd7ab342b

[BREAKING] Python: Observability cleanup (#905 )

* Further observability cleanup and update telemetry samples

* Add VS Code Extension config

* Fix unit tests

* Fix unit tests

* Add more comments

* Remove live metric

Tao Chen · 2025-09-25 18:50:50 +00:00

a480ccfd16

Python: [BREAKING] updated structure and samples (#875 )

* updated structure and samples

* updated names and removed cross tests

* updated projects etc

* updated tests

* updated test

* test fixes

* removed devui for now

* updated all-tests task

* removed old style configs

* remove coverage from tests

* updated to unit tests with all-tests

* updated foundry everywhere

* fix azure ai tests

* fix merge tests

* fix mypy

Eduard van Valkenburg · 2025-09-25 07:02:53 +00:00

9355329dfd

Python: [BREAKING] Remove Request Interceptor Architecture - Simplify Sub-workflow Communication (#898 )

* removed intercepts_request and simplified how interception is handled

* parameterize SubWorkflowRequestInfo

* revert back the field rename of RequestResponse

* remove duplicate tests

* ignore type error

* remove SubWorkflowResponse

* Remove SubWorkflowRequestInfo and update RequestInfoMessage with source_executor_id for correlation

Eric Zhu · 2025-09-25 12:43:37 +09:00

366a7f7d47

Python: Clean left-over WorkflowCompletedEvent (#884 )

* Clean left-over WorkflowCompletedEvent

* Improve comments

* Fix type check error

Tao Chen · 2025-09-24 00:52:51 +00:00

36933de345

Python: Allow union types in FanIn edge group (#868 )

* Improve type utils

* Add sample

* Add Union

* Add more test cases

* Add more test cases

* Fix RequestResponse typing to only coerce mapping original_request

---------

Co-authored-by: Evan Mattson <evan.mattson@microsoft.com>

Tao Chen · 2025-09-23 21:02:00 +00:00

b28e1db478

Python: [Breaking] Remove WorkflowCompletedEvent, introduce workflow output and migrate to ctx.yield_output() + a huge refactoring (#845 )

* Introduce input and output types for executor and workflow

* WorkflowOutputContext handles two types

* Remove can_handle_types from Executor

* Update validation

* Move workflow executor

* Move workflow executor

* Fix issues in WorkflowExecutor

* refactor executor

* update execute signature to create workflow context within Executor

* fix simple sub workflow test; fix validation

* fix output types in WorkflowExecutor

* fix issue in Executor handling of SubWorkflowRequestInfo

* update tests to use proper workflow output

* update orchestration patterns to use output

* Update sample -- not finished

* Update python/packages/main/tests/workflow/test_workflow_states.py

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

* Update python/packages/main/tests/workflow/test_concurrent.py

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

* address comments

* WorkflowOutputContext --> WorkflowContext

* remove WorkflowCompletedEvent

* update samples

* Update doc string for important classes; update WorkflowExecutor to support concurrent execution

* use Never instead of None for default type

* Update usage of WorkflowContext[None to WorkflowContext[Never

* address comments

* remove filter for None

* address comments, minor fixes

* quality of life improvement on interceptor types

---------

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

Eric Zhu · 2025-09-23 20:52:53 +00:00

2133043f11

Python: Telemetry and observability follow-up (#833 )

* updated telemetry work

* updated telemetry

* slight improvement

* updated tests

* fixes for telemetry

* fixes for mypy

* added settings setup to runner to avoid error

* streamline usage

* updated tests

* updated tests

* further refinement

* fix dumped item for otel

* removed enable_workflow_otel

* final fixes

* final fixes

* updated samples

* removed exporters

* fix tests

* fixed last import'

* fixed devui

Eduard van Valkenburg · 2025-09-23 06:21:56 +00:00

2576e7a091

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

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

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: 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: Add Concurrent orchestration builder support. Samples. Tests. (#683 )

* Add Concurrent orchestration builder support. Samples. Tests.

* Add sample output

* Add better docstrings

* PR feedback

* PR feedback

Evan Mattson · 2025-09-12 02:20:04 +00:00

fbd0c566c2

Fix sample path (#704 )

Evan Mattson · 2025-09-11 07:33:36 +00:00

11df72b801

Python: Improved telemetry setup (#421 )

* test with stack and simplified names

* quick demo of agent decorator

* moved builder to protocol to enhance functionality

* undid chatclientAgent -> agent rename

* one more

* reverted AIAgent rename

* final reverts

* fixed foundry import

* revert changes

* streamlined otel and fcc decorators

* cleanup of telemetry

* further refinement

* lots of updates

* fixed typing

* fix for mypy

* added input and output atttributes

* fix import

* initial work on baking in otel

* major update to telemetry

* final fixes after rename

* fix

* fix test

* updated tests

* fix for tests

* fixes for tests

* updated based on comments

* removed agent decorator

* fix for Python: ServiceResponseException when using multiple tools
Fixes #649

* addressed comments

* fix tests

* fix tests

* fix tools tests

* fix for conversation_id in assistants client

* fix responses test

* fix tests and mypy

* updated test

* foundry fix

---------

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

Eduard van Valkenburg · 2025-09-10 14:52:42 +00:00

82ca4065cb

Python: Update getting started with workflows sample structure and README (#653 )

* Update getting started with workflows sample structure and README

* Small updates

* Adjust getting started samples. Fix agent executor bug. Add workflow tests to unit test file.

* Fix resource links

Evan Mattson · 2025-09-09 06:06:22 +00:00

2699b85285

Python: Improve the workflow getting started samples (#570 )

* Wip: samples

* wip - samples

* Updates to workflow getting started samples

* Checkpointing enhancements

* Cleanup

* PR feedback

* Updates

* Sample updates

* Updates

* Revamp samples, improve doc strings and code comments

* Cleanup unused comment

* Formatting cleanup

* wip

* Further work on samples. Allow agent to be specified as edge.

* Cleanup

* Typing cleanup

* Sample updates

---------

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

Evan Mattson · 2025-09-05 19:16:25 +00:00

518fd447fd

Python: name changes executed (#607 )

* name changes executed

* updated adr to accepted

* renamed openai base config

* renamed openai config to mixin

* added renames in user docs

* reverted mcperror

* fix tests

* remove sse from tests

Eduard van Valkenburg · 2025-09-04 15:00:38 +00:00

40ab6e9d67

Python: Introduce WorkflowAgent (#424 )

* start a new implementation based on .net

* add response handling

* update init files

* remove handling of WorkflowCompletedEvent

* clean up implemenation

* fix bug

* update tests for merge_updates

* WorkflowAgent validation

* add a sample and fix bug

* revert pre-commit config

* revert pre-commit

* add human in the loop sample

* add comment

* fix type issue in Executor

* fix type errors and rename Executor.type to Executor.type_ with field alias

* fix test

---------

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

Eric Zhu · 2025-09-02 16:25:03 +00:00

3577508a20

Small file renaming in examples (#565 )

Dmytro Struk · 2025-08-29 22:52:02 +00:00

97d72c967f

Python: Add support for the MagenticWorkflowBuilder (#496 )

* magentic happy path - wip

* Support workflow high-level magentic builder API. Add tests and samples.

* Add sample docstring

* Addressing PR feedback round 1

* Fix mypy errors

* Callback improvements

* Rename to MagenticBuilder

* Improvements

* Emit function calling deltas

* PR feedback 2

* Clean up sample

Evan Mattson · 2025-08-28 05:39:48 +00:00

529341f58b

Python: Clean up and formatting (#487 )

* Clean up and formatting

* Fix mypy

* Bug fix

Tao Chen · 2025-08-26 20:21:32 +00:00

beb5218838

Python: Removed DefaultAzureCredential (#490 )

* Removed DefaultAzureCredential

* Renamed ad_credential to credential

Dmytro Struk · 2025-08-26 15:33:17 +00:00

fa88641263

Python: Adding support for nested workflows (#460 )

* Adding design documents and data flow descriptions for sub-workflows

* Updating docs.

* Sub-workflow implementation #1. Stuck because of singleton RequestInfoExecutor, going to make a change to remove that restrivtion.

* Removed the singleton restriction on RequestInfoExecutor so enable sub-workflows.

* Scenarios seem to be working.

* Sample improved.

* going to have intern add generic response wrappers.

* Wrapped responses working.

* Non-hardcoded routing is working.

* Sample showing external approved and not approved.

* Cleaning up.

* Updating some samples and user guide.

* Removing old design doc.

* Cleaning up.

* Adding python-package-setup.md back.

* Update python/packages/workflow/agent_framework_workflow/_executor.py

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

* Update python/packages/workflow/agent_framework_workflow/_validation.py

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

* Removing prints.

* Fixing lint and type issues.

* Update python/packages/workflow/agent_framework_workflow/_executor.py

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

* Adding type hints to intercepts decorator.

* Removing unused files.

* Fixing issue with sample 5 groupchat with hil.

* Removing redundent samples.

* Updates to ensure no conflicting request interceptors and to support a subflow with multiple requests in a single super step.

* Fixing pypi errors.

* clean up samples

* update samples to make it more clear

* warning for unhandled request info from sub workflow

* add logger info

---------

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

Ben Thomas · 2025-08-23 03:21:37 +00:00

b0b3fd151c

Python: Use generic for WorkflowContext and use its type parameters to indicate executor's output types (#444 )

* Use generic for WorkflowContext and use its type parameters to indicate executor's output types

* Update

* Fix type errors and add in-line comments

* fix test

* type

* Fix executor type issues

Eric Zhu · 2025-08-21 02:40:43 +00:00

65836ab125

Python: Workflow visualization. (#372 )

* Workflow visualization.

* fix typing

* address comments

* update all samples

* Update fan in edge group visual

* fix quality check

* Update python/samples/getting_started/workflow/step_06_map_reduce.py

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

* address comment

* Catch up with changes in workflow; add to_mermaid method

* Update examples

* fix test

* add installation guide to error messages

* Remove visualization for samples except for one.

---------

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

Eric Zhu · 2025-08-20 00:07:49 +00:00

6900d3456c

Python: Workflow Edge Groups (#393 )

* Introducing edge groups

* Add conditional and partitioning edge groups; next add samples and tests

* Add unit tests

* Add samples

* Address comments 1

* Address comments 2

* Update conditional edge group to take in cases and default

* Minor updates to sample

* Collapsing Paritioning Edge group and Conditional Edge group to source edge group

* Improve sample clarity

* Name consolidation

---------

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

Tao Chen · 2025-08-15 18:11:35 +00:00

ed86baa6cb

Python: openai updates (#388 )

* openai updates

* rebuild of openai structure

* updated responses structure

* renamed sample

* added file id support to code interpreter

* added hosted file ids to code interpretor

* mypy fixes

* removed default az cred from codebase

* updated agent name setup

* added kwargs to entra methods

* and further kwargs

* extra comment

* updated all samples

* readded custom get methods for responses

* updated int tests with ad credential

* missed one

Eduard van Valkenburg · 2025-08-12 06:14:22 +00:00

df9d85d1f0

Python: introduce workflow checkpointing (#366 )

* Add workflow checkpointing functionality.

* Reintroduce protocol that went missing during merge

* Checkpoint updates

* Fix ordering of checkpointing

* Cleanup

* Cleanup - thanks Copilot

* Cleanup - thanks Copilot

* State reset updates

* State reset updates 2

* Workflow fixes and updates. Addressed PR feedback

* A few updates

Evan Mattson · 2025-08-11 22:33:46 +00:00

19676978e9

Python: Define Workflow and Executor APIs (#272 )

* Workflow init commit

* Add samples and clean up

* ExecutionContext -> WorkflowContext

* Address comments 1

* Fix mypy

* flatting folder structure, and rename contexts

* Remove add_loop

* Add map reduce sample, remove Activation conditions

* Add AgentExecutor and allow multiple handlers per executor

* Minor improvement

* Add RequestInfoExecutor

* Add unit tests part 1

* Address comments 2

* Pre-commit update

* Add run method and more unit tests

* Add xml docs

* run_stream -> run_streaming

* message_handler -> handler

---------

Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
Co-authored-by: Evan Mattson <evan.mattson@microsoft.com>

Tao Chen · 2025-08-06 23:26:15 +00:00

c8694a8c76

32 Commits