agent-framework

Python: [BREAKING] Types API Review improvements (#3647 )

* Replace Role and FinishReason classes with NewType + Literal

- Remove EnumLike metaclass from _types.py
- Replace Role class with NewType('Role', str) + RoleLiteral
- Replace FinishReason class with NewType('FinishReason', str) + FinishReasonLiteral
- Update all usages across codebase to use string literals
- Remove .value access patterns (direct string comparison now works)
- Add backward compatibility for legacy dict serialization format
- Update tests to reflect new string-based types

Addresses #3591, #3615

* Simplify ChatResponse and AgentResponse type hints (#3592)

- Remove overloads from ChatResponse.__init__
- Remove text parameter from ChatResponse.__init__
- Remove | dict[str, Any] from finish_reason and usage_details params
- Remove **kwargs from AgentResponse.__init__
- Both now accept ChatMessage | Sequence[ChatMessage] | None for messages
- Update docstrings and examples to reflect changes
- Fix tests that were using removed kwargs
- Fix Role type hint usage in ag-ui utils

* Remove text parameter from ChatResponseUpdate and AgentResponseUpdate (#3597)

- Remove text parameter from ChatResponseUpdate.__init__
- Remove text parameter from AgentResponseUpdate.__init__
- Remove **kwargs from both update classes
- Simplify contents parameter type to Sequence[Content] | None
- Update all usages to use contents=[Content.from_text(...)] pattern
- Fix imports in test files
- Update docstrings and examples

* Rename from_chat_response_updates to from_updates (#3593)

- ChatResponse.from_chat_response_updates → ChatResponse.from_updates
- ChatResponse.from_chat_response_generator → ChatResponse.from_update_generator
- AgentResponse.from_agent_run_response_updates → AgentResponse.from_updates

* Remove try_parse_value method from ChatResponse and AgentResponse (#3595)

- Remove try_parse_value method from ChatResponse
- Remove try_parse_value method from AgentResponse
- Remove try_parse_value calls from from_updates and from_update_generator methods
- Update samples to use try/except with response.value instead
- Update tests to use response.value pattern
- Users should now use response.value with try/except for safe parsing

* Add agent_id to AgentResponse and clarify author_name documentation (#3596)

- Add agent_id parameter to AgentResponse class
- Document that author_name is on ChatMessage objects, not responses
- Update ChatResponse docstring with author_name note
- Update AgentResponse docstring with author_name note

* Simplify ChatMessage.__init__ signature (#3618)

- Make contents a positional argument accepting Sequence[Content | str]
- Auto-convert strings in contents to TextContent
- Remove overloads, keep text kwarg for backward compatibility with serialization
- Update _parse_content_list to handle string items
- Update all usages across codebase to use new format: ChatMessage("role", ["text"])

* Allow Content as input on run and get_response

- Update prepare_messages and normalize_messages to accept Content
- Update type signatures in _agents.py and _clients.py
- Add tests for Content input handling

* Fix ChatMessage usage across packages and samples

Update all remaining ChatMessage(role=..., text=...) to use new
ChatMessage('role', ['text']) signature.

* Fix Role string usage and response format parsing

- Fix redis provider: remove .value access on string literals
- Fix durabletask ensure_response_format: set _response_format before accessing .value

* Fix ollama .value and ai_model_id issues, handle None in content list

- Fix ollama _chat_client: remove .value on string literals
- Fix ollama _chat_client: rename ai_model_id to model_id
- Fix _parse_content_list: skip None values gracefully

* Fix A2AAgent type signature to include Content

* Fix Role/FinishReason NewType dict annotations and improve test coverage to 95%

* Fix mypy errors for Role/FinishReason NewType usage

* Fix Role.TOOL and Role.ASSISTANT usage in _orchestrator_helpers.py

* Fix Role NewType usage in durabletask _models.py

Eduard van Valkenburg · 2026-02-04 10:13:23 +00:00

838a7fd61d

Python: Add BaseAgent implementation for Claude Agent SDK (#3509 )

* Added ClaudeAgent implementation

* Updated streaming logic

* Small updates

* Small update

* Fixes

* Small fix

* Naming improvements

* Updated imports

* Addressed comments

* Updated package versions

Dmytro Struk · 2026-01-30 18:11:41 +00:00

8b475afe17

Python: added generic types to ChatOptions and ChatResponse/AgentResponse for Response Format (#3305 )

* added generic types to ChatOptions and ChatResponse/AgentResponse for response format

* fix typevar import

* fix for older python versions

* fix missing import

* fixed imports

* fixed mypy

* mypy fix

Eduard van Valkenburg · 2026-01-28 21:23:02 +00:00

1226828ec2

.NET: Python: [BREAKING] Renamed Github to GitHub (#3486 )

* Renamed Github to GitHub

* Small fix

* Updated package versions

Dmytro Struk · 2026-01-28 19:58:31 +00:00

45a020be43

Updated package versions (#3462 )

Dmytro Struk · 2026-01-27 18:16:55 +00:00

968621e817

update package versions (#3421 )

Giles Odigwe · 2026-01-23 23:40:20 +00:00

330c2607ad

Python: [Breaking] Simplified Content types to a single class with classmethod constructors. (#3252 )

* ported Content to a new model

* fixed linting

* fixes

* fixed data format handling

* fix for 3.10 mypy

* fix

* fix int test

Eduard van Valkenburg · 2026-01-20 22:09:39 +00:00

83e6229c11

Bump tar from 7.4.3 to 7.5.3 in /python/packages/devui/frontend (#3267 )

Bumps [tar](https://github.com/isaacs/node-tar) from 7.4.3 to 7.5.3.
- [Release notes](https://github.com/isaacs/node-tar/releases)
- [Changelog](https://github.com/isaacs/node-tar/blob/main/CHANGELOG.md)
- [Commits](https://github.com/isaacs/node-tar/compare/v7.4.3...v7.5.3)

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- dependency-name: tar
  dependency-version: 7.5.3
  dependency-type: indirect
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dependabot[bot] · 2026-01-20 07:26:34 +00:00

8ee379d344

fix #3171 , ensure proper form rendering for int (#3201 )

Victor Dibia · 2026-01-20 07:25:12 +00:00

0f29637b86

Python: Update package version (#3258 )

* package version 260116

* removed name tags

Giles Odigwe · 2026-01-16 21:06:30 +00:00

9e3b2fa09a

Python: fix(ag-ui): add MCP tool support for AG-UI approval flows (#3212 )

* add MCP tool support for AG-UI approval flows

* use attribute in place of property

Evan Mattson · 2026-01-15 02:34:11 +00:00

620da7a829

fix(workflows): rename WorkflowOutputEvent.source_executor_id to executor_id for API consistency (#3166 )

Evan Mattson · 2026-01-15 02:11:25 +00:00

80b25a782b

update package versions (#3223 )

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

Giles Odigwe · 2026-01-14 23:26:50 +00:00

cb2862d4c3

renamed all (#3207 )

Eduard van Valkenburg · 2026-01-14 05:54:07 +00:00

d8cf8361bd

Python: [BREAKING]: Introducing Options as TypedDict and Generic (#3140 )

* WIP typeddict for options

* updated all clients and ChatAgents

* updated everything

* added ADR

* fix mypy

* proper typevar imports

* fixed import

* fixed other imports

* slight update in the sample

* updated from feedback

* fixes

* fixed missing covariants and test fixes

* fixed typing

* updated anthropic thinking config

* ruff fixes

* fixed int tests

* fix tests and mypy

* updated integration tests

* updated docstring and test fix

* improved options handling in obser

* mypy fix

* updated a host of integration tests

* fix tests

* bedrock fix

Eduard van Valkenburg · 2026-01-13 16:41:05 +00:00

3e97425245

Python: [BREAKING]: removed display_name, renamed context_providers, middleware and AggregateContextProvider (#3139 )

* removed display_name, renamed context_providers, middleware and AggregateContextProvider

* fixes

* fixed test

* testfix

* removed mistakenly put back test

* updated new test

* rename middlewares to middleware

* middleware fixes

Eduard van Valkenburg · 2026-01-13 02:24:07 +00:00

203fb7b1c4

Bump js-yaml from 4.1.0 to 4.1.1 in /python/packages/devui/frontend (#3123 )

Bumps [js-yaml](https://github.com/nodeca/js-yaml) from 4.1.0 to 4.1.1.
- [Changelog](https://github.com/nodeca/js-yaml/blob/master/CHANGELOG.md)
- [Commits](https://github.com/nodeca/js-yaml/compare/4.1.0...4.1.1)

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updated-dependencies:
- dependency-name: js-yaml
  dependency-version: 4.1.1
  dependency-type: indirect
...

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dependabot[bot] · 2026-01-08 20:49:49 +00:00

9c04196491

Python: Bump python version to 1.0.0b260107 for a release (#3128 )

* Bump python version to 1.0.0b260107 for a release

* Update changelog

Evan Mattson · 2026-01-08 08:49:28 +09:00

f508f1d6da

Python: Improve DevUI, add Context Inspector view as new tab under traces (#2742 )

* Improve DevUI, add Context Inspector view as new tab under traces

* fix mypy errors

* fix: Handle stale MCP connections in DevUI executor

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

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

Fixes MCP tools failing on second HTTP request in DevUI.

fixes  #1476 #1515 #2865

* fix #1572 report import dependency errors more clearly

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

* remove unused dead code

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

* update ui build

* update devui to use instrumentation instead of tracing, other instrumentation and type/instance check fixes

Victor Dibia · 2026-01-07 08:26:08 +00:00

2e1189ca65

Bump versions to 1.0.0b260106 for a release. Update CHANGELOG.md (#3109 )

Evan Mattson · 2026-01-07 00:09:49 +00:00

202f557c71

Python: Updated package versions (#3024 )

* Updated package versions

* Updated changelog

Dmytro Struk · 2025-12-23 16:04:53 +00:00

5ab47596ff

Python: Bump Py version to 1.0.0b251218 for a release. Update CHANGELOG (#2968 )

* Bump Py version to 1.0.0b251218 for a release. Update CHANGELOG

* update lock

* Fix formatting

* Fix ChatKit typing

Evan Mattson · 2025-12-19 01:31:57 +00:00

e15eab7da6

Python: cleanup and refactoring of chat clients (#2937 )

* refactoring and unifying naming schemes of internal methods of chat clients

* set tool_choice to auto

* fix for mypy

* added note on naming and fix #2951

* fix responses

* fixes in azure ai agents client

Eduard van Valkenburg · 2025-12-18 12:02:23 +00:00

e5c11d38d6

Updated package versions (#2913 )

Dmytro Struk · 2025-12-16 18:51:44 +00:00

e319707058

Python: [BREAKING] Observability updates (#2782 )

* fixes Python: Add env_file_path parameter to setup_observability() similar to AzureOpenAIChatClient
Fixes #2186

* WIP on updates using configure_azure_monitor

* improved setup and clarity

* fixed root .env.example

* revert changes

* updated files

* updated sample

* updated zero code

* test fixes and fixed links

* fix devui

* removed planning docs

* added enable method and updated readme and samples

* clarified docstring

* add return annotation

* updated naming

* update capatilized version

* updated readme and some fixes

* updated decorator name inline with the rest

* feedback from comments addressed

Eduard van Valkenburg · 2025-12-16 06:56:30 +00:00

3139347526

Python: Updated package versions (#2784 )

* Updated package versions

* Small fix

Dmytro Struk · 2025-12-11 18:39:08 +00:00

8d53b20026

Python: Updated package versions (#2737 )

* Updated package versions

* Updated changelog

Dmytro Struk · 2025-12-09 22:58:45 +00:00

43302fb4cd

Python: Title: DevUI Fix WorkflowFailedEvent error extraction (#2706 )

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

* improve error handling consistency

Victor Dibia · 2025-12-08 21:44:32 +00:00

d889fa6f87

fixes Python: DevUI fails when uploading Pdf file (tested on Python Foundry Agent) (#2675 )

Fixes #2652

Victor Dibia · 2025-12-08 17:00:57 +00:00

0675000f4b

Python: DevUI, Fix message serialization issue, improve tests (#2674 )

* fix message serialization issue, improve tests for devui

* update tests

Victor Dibia · 2025-12-06 02:20:54 +00:00

8c6b12e664

Updated package versions (#2643 )

Dmytro Struk · 2025-12-04 22:08:47 +00:00

f5786b2c5b

Python: DevUI fixes : Add multimodal input support for workflows and refactor chat input (#2593 )

* show app version in devui .NET: Python: Improved Versioning for DevUI
Fixes #2059

* feat: Add multimodal input support for workflows and refactor chat input

This PR adds support for multimodal content (images, files) in workflow
inputs and refactors the chat input into a reusable component.

## Multimodal Workflow Support
- Add `isChatMessageSchema()` to detect ChatMessage input schemas
- Update `RunWorkflowButton` to use `ChatMessageInput` for ChatMessage workflows
- Wrap multimodal content in OpenAI message format for backend processing
- Add `_is_openai_multimodal_format()` to detect OpenAI ResponseInputParam
- Update `_parse_workflow_input()` to route multimodal input through
  existing `_convert_input_to_chat_message()` converter

## Reusable ChatMessageInput Component
- Extract chat input logic from agent-view into `ChatMessageInput` component
- Support file upload, drag & drop, paste handling, and attachments
- Add `useDragDrop` hook for parent-level drag handling with full-area
  drop zones
- Refactor agent-view to use the new shared component

## Other Improvements
- Add `isStreaming` prop to executor nodes for animation control
- Clean up unused imports and state variables in agent-view
- Add tests for multimodal workflow input handling

Fixes workflow input not receiving images when using AgentExecutor nodes.

* add self loop edge, fix #2470

* fix test

Victor Dibia · 2025-12-03 20:15:51 +00:00

411ee7a60f

Fix MangenticAgentExecutor producing repr str for tool call content (#2566 )

Evan Mattson · 2025-12-02 08:40:11 +00:00

c2d285e614

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

Updated package versions (#2360 )

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

cf13e35c73

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: 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>

---------

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

* updated lock

---------

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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

Bump js-yaml from 4.1.0 to 4.1.1 in /python/packages/devui/frontend (#2230 )

Bumps [js-yaml](https://github.com/nodeca/js-yaml) from 4.1.0 to 4.1.1.
- [Changelog](https://github.com/nodeca/js-yaml/blob/master/CHANGELOG.md)
- [Commits](https://github.com/nodeca/js-yaml/compare/4.1.0...4.1.1)

---
updated-dependencies:
- dependency-name: js-yaml
  dependency-version: 4.1.1
  dependency-type: indirect
...

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dependabot[bot] · 2025-11-18 13:47:27 +00:00

03b74bfad4

Python: Add checkpoint save and restore hooks to executor (#2097 )

* Add checkpoint hooks

* Deprecate get_executor_state and set_executor_state

* Fix tests and samples

* Add doc strings

* Add sample

* Fix import

* Address comments and fix tests

* Address comments

* conditional import

Tao Chen · 2025-11-17 18:19:01 +00:00

c361ad8d33

Python: Updated package versions (#2238 )

* Updated package versions

* Small fix

* Small fix

Dmytro Struk · 2025-11-15 00:42:41 +00:00

c7e7020c32

Python: Fix HIL regression (#2167 )

* fix devui regression from #2021 where all input is stringified but devui HIL input does not handle stringified json strings correctly.

* update incorrect test

* add devui hil input tests

Victor Dibia · 2025-11-13 05:26:24 +00:00

7e5de8f920

Python: Updated package versions (#2165 )

* Updated package versions

* Reverted package version update for ag-ui

* Updated changelog file

Dmytro Struk · 2025-11-13 04:23:57 +00:00

3c874d0073

Updated package versions (#2154 )

Dmytro Struk · 2025-11-12 23:58:02 +00:00

e8243b7d11

.NET: Expose more agent metadata through DevUI discovery endpoint (#2138 )

* Exposes more agent metadata through DevUI discovery endpoint

* Exposes more agent metadata through DevUI discovery endpoint

* pr feedback

* pr feedback

* Don't expose Workflows as agents to DevUI

Reuben Bond · 2025-11-12 23:38:06 +00:00

4b0f724e62

Updated package versions (#2104 )

Dmytro Struk · 2025-11-11 23:30:34 +00:00

863a632ccf

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

Reuben Bond · 2025-11-10 21:36:07 +00:00

12fc19b360

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>

Victor Dibia · 2025-11-10 18:56:31 +00:00

7a45929807

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

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

Jeff Handley · 2025-11-10 01:16:24 +00:00

0e7183dbd8

Updated package versions (#2027 )

Dmytro Struk · 2025-11-08 18:09:28 +00:00

c394f3f52b

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

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

Reuben Bond · 2025-11-08 03:25:08 +00:00

4201b9a122

86 Commits