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agent-framework/python/CHANGELOG.md
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Dmytro Struk 361c47f30f Python: [Feature Branch] Merge from main to Azure AI branch (#2111) 
* Do not build DevUI assets during .NET project build (#2010)

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

* Add unit tests for create conversation executor

* Update indentation and comment typo.

* Added unit tests for declarative executor SetMultipleVariablesExecutor

* Updated comments and syntactic sugar

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

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

* OpenAI Responses: add explicit request validation

* Review feedback

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

* Don't add OpenAIResponses as part of Dev UI

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

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

* Fix comment wording

* Revise documentation

---------

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

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

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

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

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

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

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

* add workflow HIL support, user mode, other fixes

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

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

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

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

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

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

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

* improve HIL support, improve workflow execution view

* ui updates

* ui updates

* improve HIL for workflows, add auth and view modes

* update workflow

* security improvements , ui fixes

* fix mypy error

* update loading spinner in ui

---------

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

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

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

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

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

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

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

---------

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

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

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

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

* Updated package versions (#2027)

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

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

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

* Product changes

* Tests

* Dojo project

* Cleanups

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

* Fix tool_choice override bug and add enable_return_to_previous support

* Add unit test for handoff checkpointing

* Handle tools when we have them

* added missing chatAgent params (#2044)

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

* fix serialization in chat completions on tools

* nit

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

* fix serialization in chat completions on tools

* nit

* write e2e test for agent card resolve + adjust behavior

* nit

* Version 1.0.0-preview.251110.1 (#2048)

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

* Remove moved OpenAPI sample and point to SK one.

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

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

---------

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

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

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

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

* Separate all memory and rag samples into their own folders

* Fix broken link.

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

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

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

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

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

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

* add workflow HIL support, user mode, other fixes

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

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

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

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

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

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

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

* improve HIL support, improve workflow execution view

* ui updates

* ui updates

* improve HIL for workflows, add auth and view modes

* update workflow

* security improvements , ui fixes

* fix mypy error

* update loading spinner in ui

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

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

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

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

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

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

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

* format fixes, remove cors tests

* remove unecessary attributes

---------

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

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

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

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

* Fix tests

* Fix tests

* Version 1.0.0-preview.251107.2 (#2065)

* Version 1.0.0-preview.251110.2 (#2067)

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

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

* Tests good, mkay

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

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

* Enable feature build pipelines

---------

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

* Python: Add concrete AGUIChatClient (#2072)

* Add concrete AGUIChatClient

* Update logging docstrings and conventions

* PR feedback

* Updates to support client-side tool calls

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

* move catalog samples to the HostedAgents folder

* move the catalog samples' projects to the HostedAgents folder

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

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

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

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

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

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

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

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

* Initial plan

* Update all Microsoft.SemanticKernel packages to 1.67.*

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

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

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

---------

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

* fix: WorkflowAsAgent Sample

* Also makes ChatForwardingExecutor public

* feat: Expand ChatForwardingExecutor handled types

Make ChatForwardingExecutor match the input types of ChatProtocolExecutor.

* fix: Update for the new AgentRunResponseUpdate merge logic

AIAgent always sends out List<ChatMessage> now.

* Updated (#2076)

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

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

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

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

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

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

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

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

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

* Handle agent user input request in AgentExecutor

* fix test

* Address comments

* Fix tests

* Fix tests

* Address comments

* Address comments

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

* support for image gen streaming

* small fixes

* fixes

* added comment

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

* mcp tool description fix

* small fix

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

* Allow extending agent run options via additional properties

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

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

* Expand XML documentation

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* Add AdditionalProperties tests to AgentRunOptions

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

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

* History only contains Messages

* Updated package versions (#2104)

---------

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2025-11-11 23:12:09 -08:00

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# Changelog
All notable changes to the Agent Framework Python packages will be documented in this file.
The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
## [Unreleased]
## [1.0.0b251111] - 2025-11-11
### Added
- **agent-framework-core**: Add OpenAI Responses Image Generation Stream Support with partial images and unit tests ([#1853](https://github.com/microsoft/agent-framework/pull/1853))
- **agent-framework-ag-ui**: Add concrete AGUIChatClient implementation ([#2072](https://github.com/microsoft/agent-framework/pull/2072))
### Fixed
- **agent-framework-a2a**: Use the last entry in the task history to avoid empty responses ([#2101](https://github.com/microsoft/agent-framework/pull/2101))
- **agent-framework-core**: Fix MCP Tool Parameter Descriptions not propagated to LLMs ([#1978](https://github.com/microsoft/agent-framework/pull/1978))
- **agent-framework-core**: Handle agent user input request in AgentExecutor ([#2022](https://github.com/microsoft/agent-framework/pull/2022))
- **agent-framework-core**: Fix Model ID attribute not showing up in `invoke_agent` span ([#2061](https://github.com/microsoft/agent-framework/pull/2061))
- **agent-framework-core**: Fix underlying tool choice bug and enable return to previous Handoff subagent ([#2037](https://github.com/microsoft/agent-framework/pull/2037))
## [1.0.0b251108] - 2025-11-08
### Added
- **agent-framework-devui**: Add OpenAI Responses API proxy support + HIL (Human-in-the-Loop) for Workflows ([#1737](https://github.com/microsoft/agent-framework/pull/1737))
- **agent-framework-purview**: Add Caching and background processing in Python Purview Middleware ([#1844](https://github.com/microsoft/agent-framework/pull/1844))
### Changed
- **agent-framework-devui**: Use metadata.entity_id instead of model field ([#1984](https://github.com/microsoft/agent-framework/pull/1984))
- **agent-framework-devui**: Serialize workflow input as string to maintain conformance with OpenAI Responses format ([#2021](https://github.com/microsoft/agent-framework/pull/2021))
## [1.0.0b251106.post1] - 2025-11-06
### Fixed
- **agent-framework-ag-ui**: Fix ag-ui examples packaging for PyPI publish ([#1953](https://github.com/microsoft/agent-framework/pull/1953))
## [1.0.0b251106] - 2025-11-06
### Changed
- **agent-framework-ag-ui**: export sample ag-ui agents ([#1927](https://github.com/microsoft/agent-framework/pull/1927))
## [1.0.0b251105] - 2025-11-05
### Added
- **agent-framework-ag-ui**: Initial release of AG-UI protocol integration for Agent Framework ([#1826](https://github.com/microsoft/agent-framework/pull/1826))
- **agent-framework-chatkit**: ChatKit integration with a sample application ([#1273](https://github.com/microsoft/agent-framework/pull/1273))
- Added parameter to disable agent cleanup in AzureAIAgentClient ([#1882](https://github.com/microsoft/agent-framework/pull/1882))
- Add support for Python 3.14 ([#1904](https://github.com/microsoft/agent-framework/pull/1904))
### Changed
- [BREAKING] Replaced AIProjectClient with AgentsClient in Foundry ([#1936](https://github.com/microsoft/agent-framework/pull/1936))
- Updates to Tools ([#1835](https://github.com/microsoft/agent-framework/pull/1835))
### Fixed
- Fix missing packaging dependency ([#1929](https://github.com/microsoft/agent-framework/pull/1929))
## [1.0.0b251104] - 2025-11-04
### Added
- Introducing the Anthropic Client ([#1819](https://github.com/microsoft/agent-framework/pull/1819))
### Changed
- [BREAKING] Consolidate workflow run APIs ([#1723](https://github.com/microsoft/agent-framework/pull/1723))
- [BREAKING] Remove request_type param from ctx.request_info() ([#1824](https://github.com/microsoft/agent-framework/pull/1824))
- [BREAKING] Cleanup of dependencies ([#1803](https://github.com/microsoft/agent-framework/pull/1803))
- [BREAKING] Replace `RequestInfoExecutor` with `request_info` API and `@response_handler` ([#1466](https://github.com/microsoft/agent-framework/pull/1466))
- Azure AI Search Support Update + Refactored Samples & Unit Tests ([#1683](https://github.com/microsoft/agent-framework/pull/1683))
- Lab: Updates to GAIA module ([#1763](https://github.com/microsoft/agent-framework/pull/1763))
### Fixed
- Azure AI `top_p` and `temperature` parameters fix ([#1839](https://github.com/microsoft/agent-framework/pull/1839))
- Ensure agent thread is part of checkpoint ([#1756](https://github.com/microsoft/agent-framework/pull/1756))
- Fix middleware and cleanup confusing function ([#1865](https://github.com/microsoft/agent-framework/pull/1865))
- Fix type compatibility check ([#1753](https://github.com/microsoft/agent-framework/pull/1753))
- Fix mcp tool cloning for handoff pattern ([#1883](https://github.com/microsoft/agent-framework/pull/1883))
## [1.0.0b251028] - 2025-10-28
### Added
- Added thread to AgentRunContext ([#1732](https://github.com/microsoft/agent-framework/pull/1732))
- AutoGen migration samples ([#1738](https://github.com/microsoft/agent-framework/pull/1738))
- Add Handoff orchestration pattern support ([#1469](https://github.com/microsoft/agent-framework/pull/1469))
- Added Samples for HostedCodeInterpreterTool with files ([#1583](https://github.com/microsoft/agent-framework/pull/1583))
### Changed
- [BREAKING] Introduce group chat and refactor orchestrations. Fix as_agent(). Standardize orchestration start msg types. ([#1538](https://github.com/microsoft/agent-framework/pull/1538))
- [BREAKING] Update Agent Framework Lab Lightning to use Agent-lightning v0.2.0 API ([#1644](https://github.com/microsoft/agent-framework/pull/1644))
- [BREAKING] Refactor Checkpointing for runner and runner context ([#1645](https://github.com/microsoft/agent-framework/pull/1645))
- Update lab packages and installation instructions ([#1687](https://github.com/microsoft/agent-framework/pull/1687))
- Remove deprecated add_agent() calls from workflow samples ([#1508](https://github.com/microsoft/agent-framework/pull/1508))
### Fixed
- Reject @executor on staticmethod/classmethod with clear error message ([#1719](https://github.com/microsoft/agent-framework/pull/1719))
- DevUI Fix Serialization, Timestamp and Other Issues ([#1584](https://github.com/microsoft/agent-framework/pull/1584))
- MCP Error Handling Fix + Added Unit Tests ([#1621](https://github.com/microsoft/agent-framework/pull/1621))
- InMemoryCheckpointManager is not JSON serializable ([#1639](https://github.com/microsoft/agent-framework/pull/1639))
- Fix gen_ai.operation.name to be invoke_agent ([#1729](https://github.com/microsoft/agent-framework/pull/1729))
## [1.0.0b251016] - 2025-10-16
### Added
- Add Purview Middleware ([#1142](https://github.com/microsoft/agent-framework/pull/1142))
- Added URL Citation Support to Azure AI Agent ([#1397](https://github.com/microsoft/agent-framework/pull/1397))
- Added MCP headers for AzureAI ([#1506](https://github.com/microsoft/agent-framework/pull/1506))
- Add Function Approval UI to DevUI ([#1401](https://github.com/microsoft/agent-framework/pull/1401))
- Added function approval example with streaming ([#1365](https://github.com/microsoft/agent-framework/pull/1365))
- Added A2A AuthInterceptor Support ([#1317](https://github.com/microsoft/agent-framework/pull/1317))
- Added example with MCP and authentication ([#1389](https://github.com/microsoft/agent-framework/pull/1389))
- Added sample with Foundry Redteams ([#1306](https://github.com/microsoft/agent-framework/pull/1306))
- Added AzureAI Agent AI Search Sample ([#1281](https://github.com/microsoft/agent-framework/pull/1281))
- Added AzureAI Bing Connection Name Support ([#1364](https://github.com/microsoft/agent-framework/pull/1364))
### Changed
- Enhanced documentation for dependency injection and serialization features ([#1324](https://github.com/microsoft/agent-framework/pull/1324))
- Update README to list all available examples ([#1394](https://github.com/microsoft/agent-framework/pull/1394))
- Reorganize workflows modules ([#1282](https://github.com/microsoft/agent-framework/pull/1282))
- Improved thread serialization and deserialization with better tests ([#1316](https://github.com/microsoft/agent-framework/pull/1316))
- Included existing agent definition in requests to Azure AI ([#1285](https://github.com/microsoft/agent-framework/pull/1285))
- DevUI - Internal Refactor, Conversations API support, and performance improvements ([#1235](https://github.com/microsoft/agent-framework/pull/1235))
- Refactor `RequestInfoExecutor` ([#1403](https://github.com/microsoft/agent-framework/pull/1403))
### Fixed
- Fix AI Search Tool Sample and improve AI Search Exceptions ([#1206](https://github.com/microsoft/agent-framework/pull/1206))
- Fix Failure with Function Approval Messages in Chat Clients ([#1322](https://github.com/microsoft/agent-framework/pull/1322))
- Fix deadlock in Magentic workflow ([#1325](https://github.com/microsoft/agent-framework/pull/1325))
- Fix tool call content not showing up in workflow events ([#1290](https://github.com/microsoft/agent-framework/pull/1290))
- Fixed instructions duplication in model clients ([#1332](https://github.com/microsoft/agent-framework/pull/1332))
- Agent Name Sanitization ([#1523](https://github.com/microsoft/agent-framework/pull/1523))
## [1.0.0b251007] - 2025-10-07
### Added
- Added method to expose agent as MCP server ([#1248](https://github.com/microsoft/agent-framework/pull/1248))
- Add PDF file support to OpenAI content parser with filename mapping ([#1121](https://github.com/microsoft/agent-framework/pull/1121))
- Sample on integration of Azure OpenAI Responses Client with a local MCP server ([#1215](https://github.com/microsoft/agent-framework/pull/1215))
- Added approval_mode and allowed_tools to local MCP ([#1203](https://github.com/microsoft/agent-framework/pull/1203))
- Introducing AI Function approval ([#1131](https://github.com/microsoft/agent-framework/pull/1131))
- Add name and description to workflows ([#1183](https://github.com/microsoft/agent-framework/pull/1183))
- Add Ollama example using OpenAIChatClient ([#1100](https://github.com/microsoft/agent-framework/pull/1100))
- Add DevUI improvements with color scheme, linking, agent details, and token usage data ([#1091](https://github.com/microsoft/agent-framework/pull/1091))
- Add semantic-kernel to agent-framework migration code samples ([#1045](https://github.com/microsoft/agent-framework/pull/1045))
### Changed
- [BREAKING] Parameter naming and other fixes ([#1255](https://github.com/microsoft/agent-framework/pull/1255))
- [BREAKING] Introduce add_agent functionality and added output_response to AgentExecutor; agent streaming behavior to follow workflow invocation ([#1184](https://github.com/microsoft/agent-framework/pull/1184))
- OpenAI Clients accepting api_key callback ([#1139](https://github.com/microsoft/agent-framework/pull/1139))
- Updated docstrings ([#1225](https://github.com/microsoft/agent-framework/pull/1225))
- Standardize docstrings: Use Keyword Args for Settings classes and add environment variable examples ([#1202](https://github.com/microsoft/agent-framework/pull/1202))
- Update References to Agent2Agent protocol to use correct terminology ([#1162](https://github.com/microsoft/agent-framework/pull/1162))
- Update getting started samples to reflect AF and update unit test ([#1093](https://github.com/microsoft/agent-framework/pull/1093))
- Update Lab Installation instructions to install from source ([#1051](https://github.com/microsoft/agent-framework/pull/1051))
- Update python DEV_SETUP to add brew-based uv installation ([#1173](https://github.com/microsoft/agent-framework/pull/1173))
- Update docstrings of all files and add example code in public interfaces ([#1107](https://github.com/microsoft/agent-framework/pull/1107))
- Clarifications on installing packages in README ([#1036](https://github.com/microsoft/agent-framework/pull/1036))
- DevUI Fixes ([#1035](https://github.com/microsoft/agent-framework/pull/1035))
- Packaging fixes: removed lab from dependencies, setup build/publish tasks, set homepage url ([#1056](https://github.com/microsoft/agent-framework/pull/1056))
- Agents + Chat Client Samples Docstring Updates ([#1028](https://github.com/microsoft/agent-framework/pull/1028))
- Python: Foundry Agent Completeness ([#954](https://github.com/microsoft/agent-framework/pull/954))
### Fixed
- Ollama + azureai openapi samples fix ([#1244](https://github.com/microsoft/agent-framework/pull/1244))
- Fix multimodal input sample: Document required environment variables and configuration options ([#1088](https://github.com/microsoft/agent-framework/pull/1088))
- Fix Azure AI Getting Started samples: Improve documentation and code readability ([#1089](https://github.com/microsoft/agent-framework/pull/1089))
- Fix a2a import ([#1058](https://github.com/microsoft/agent-framework/pull/1058))
- Fix DevUI serialization and agent structured outputs ([#1055](https://github.com/microsoft/agent-framework/pull/1055))
- Default DevUI workflows to string input when start node is auto-wrapped agent ([#1143](https://github.com/microsoft/agent-framework/pull/1143))
- Add missing pre flags on pip packages ([#1130](https://github.com/microsoft/agent-framework/pull/1130))
## [1.0.0b251001] - 2025-10-01
### Added
- First release of Agent Framework for Python
- agent-framework-core: Main abstractions, types and implementations for OpenAI and Azure OpenAI
- agent-framework-azure-ai: Integration with Azure AI Foundry Agents
- agent-framework-copilotstudio: Integration with Microsoft Copilot Studio agents
- agent-framework-a2a: Create A2A agents
- agent-framework-devui: Browser-based UI to chat with agents and workflows, with tracing visualization
- agent-framework-mem0 and agent-framework-redis: Integrations for Mem0 Context Provider and Redis Context Provider/Chat Memory Store
- agent-framework: Meta-package for installing all packages
For more information, see the [announcement blog post](https://devblogs.microsoft.com/foundry/introducing-microsoft-agent-framework-the-open-source-engine-for-agentic-ai-apps/).
[Unreleased]: https://github.com/microsoft/agent-framework/compare/python-1.0.0b251111...HEAD
[1.0.0b251111]: https://github.com/microsoft/agent-framework/compare/python-1.0.0b251108...python-1.0.0b251111
[1.0.0b251108]: https://github.com/microsoft/agent-framework/compare/python-1.0.0b251106.post1...python-1.0.0b251108
[1.0.0b251106.post1]: https://github.com/microsoft/agent-framework/compare/python-1.0.0b251106...python-1.0.0b251106.post1
[1.0.0b251106]: https://github.com/microsoft/agent-framework/compare/python-1.0.0b251105...python-1.0.0b251106
[1.0.0b251105]: https://github.com/microsoft/agent-framework/compare/python-1.0.0b251104...python-1.0.0b251105
[1.0.0b251104]: https://github.com/microsoft/agent-framework/compare/python-1.0.0b251028...python-1.0.0b251104
[1.0.0b251028]: https://github.com/microsoft/agent-framework/compare/python-1.0.0b251016...python-1.0.0b251028
[1.0.0b251016]: https://github.com/microsoft/agent-framework/compare/python-1.0.0b251007...python-1.0.0b251016
[1.0.0b251007]: https://github.com/microsoft/agent-framework/compare/python-1.0.0b251001...python-1.0.0b251007
[1.0.0b251001]: https://github.com/microsoft/agent-framework/releases/tag/python-1.0.0b251001
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