agent-framework

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

Tao Chen · 2025-11-11 18:59:57 +00:00

cd9073aa11

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

Evan Mattson · 2025-11-10 10:55:52 +00:00

548e0f028e

Python: Updates to Tools (#1835 )

* updated tool samples

* mypy and readme fixes

* updated call logic

* added function invocation config

* added include detailed error

* added tests

* updated FRC exception handling

* updated tests

* fix oai test

* fix name in sample

* imporoved tests coverage and removed some dead code paths

Eduard van Valkenburg · 2025-11-05 08:33:19 +00:00

51b32ed1ac

Python: Introducing the Anthropic Client (#1819 )

* initial version of anthropic connector

* updated implementation and added tests

* fix type and readme

* mypy fix and int tests enabled

* add integration test setup

* updated based on comments

* improved function result handling

* added extra unordered test

* updated from review

* fix tool choice handling

* same fix for chat client

Eduard van Valkenburg · 2025-11-03 19:32:28 +00:00

12d17acdc0

Python: Added thread to AgentRunContext (#1732 )

* Added thread to agent run context

* Added sample

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

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

* Small fix

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

Dmytro Struk · 2025-10-28 16:31:09 +00:00

adba312cd6

Python: [BREAKING] Python: Intro group chat and refactor orchestrations. Fix as_agent(). Standardize orchestration start msg types. (#1538 )

* Intro group chat and refactor magentic. Fix as_agent()

* Cleanup and improvements

* Add as_agent docstring clarification

* Standardize orchestration messages to use agent-style inputs.

* Simplify group chat constructs

* Further cleanup

* Add sk to af group chat migration sample. Update README.

* Improvements and simplifications

* consolidating shared orchestration logic

* Further clean up

* Add group chat sample

* Improve typing

* Fix test imports

* Fix readme links

* Cleanup per PR Feedback

Evan Mattson · 2025-10-25 00:14:06 +00:00

e3aad8e4e0

Python: Update README to list all available examples (#1394 )

* Initial plan

* Update Python samples README with comprehensive example tables

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

* Fix relative links to use ./ prefix in README

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

* Remove ./ prefix from link display text while keeping it in URLs

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

* Add missing MCP authentication example to README

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

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

Copilot · 2025-10-13 17:17:03 +00:00

d1ac2d9331

Python: DevUI - Internal Refactor, Conversations API support, and per… (#1235 )

* Python: DevUI - Internal Refactor, Conversations API support, and performance improvements

Comprehensive refactor of DevUI package including samples relocation,
frontend reorganization, OpenAI Conversations API support, and critical
performance and code quality improvements.

Key Changes:

Architecture & Organization
- Moved DevUI samples to python/samples/getting_started/devui/
- Consolidated with other framework samples for better discoverability
- Added .env.example files and comprehensive README
- Restructured frontend components into feature-based folders (agent, workflow, gallery, layout)
- Created new OpenAI-compliant message renderers (devui should render oai responses types primarily)

New Features
- Added _conversations.py (467 lines) - Full conversation storage abstraction, replaces the /threads endpoint to better match oai conversations api
- Implements OpenAI Conversations API for thread management, Supports in-memory and extensible storage backends

API Simplification
- Use 'model' field as entity_id (agent/workflow name) instead of extra_body
- Use standard OpenAI 'conversation' field for conversation context.

Performance & Quality Improvements
- Improved context management in MessageMapper with bounded memory (~500KB max)
- Implemented hybrid LRU + cleanup approach to prevent unbounded memory growth
- General QOL improvement - Eliminated ~150 lines of dead/duplicate code, Consolidated helper functions into _utils.py, Extracted magic numbers to module-level constants, Optimized conversation item lookups with index-based approach

Testing
- Added test_conversations.py (13 tests)
- Added test_performance_fixes.py (9 tests)
- Updated existing tests for code consolidation
- 53 tests passing

Impact: 76 files changed: +4,106 insertions, -2,373 deletions
All linting and formatting checks passing. No breaking changes - backward compatible.

Migration: Samples moved to python/samples/getting_started/devui/

* readme lint fixes

* initial support for function approval and minor ui fixes

Victor Dibia · 2025-10-08 19:34:30 +00:00

c341ee7ed2

Python: [BREAKING] Python: Rename workflow to workflows (#1007 )

* Rename workflow to workflows

* Update occurence of workflow to new name

Evan Mattson · 2025-09-30 11:21:34 +00:00

b42bb700fb

Python: Update README files: Fill empty documentation and expand minimal content (#980 )

* Initial plan

* Fill empty python/samples README and expand dotnet custom implementation README

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

* Fix broken documentation links in main README

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

* Fix installation instructions in Python main package README

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

* Address PR feedback: revert main README and Python package README, remove empty prerequisites section and repository link

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

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

Copilot · 2025-09-29 23:59:50 +00:00

170c2c715a

Python: added poe setup and docs (#131 )

* added poe setup and docs

* smaller bandit exclude

* updated poe

* updated naming

* added something in samples

* exclude docs from bandit

* updated readme

* removed ds_store

* updated readme

Eduard van Valkenburg · 2025-07-07 15:03:57 +00:00

91c5414836

11 Commits