* fix(magentic-one): Enhance error handling in orchestrate_step to manage invalid ledger formats

* formatting

---------

Co-authored-by: Roy Belio <robelio@microsoft.com>
Co-authored-by: Jack Gerrits <jackgerrits@users.noreply.github.com>
Co-authored-by: Jack Gerrits <jack@jackgerrits.com>

---------

Co-authored-by: Jack Gerrits <jackgerrits@users.noreply.github.com>

* Move core samples to /python/samples

* Fix proto check

* Add sample code check workflow

* Update pyright settings; fix types

* Instantiate and call activate/deactivate on agents

* autoformatting

* remove activate. Rename deactivate to close

* remove unneeded import

* create close fn in runtime

* change runtime close behavior

* uv.lock

---------

Co-authored-by: Jack Gerrits <jackgerrits@users.noreply.github.com>

* Reduce dependencies of core

* Update lock

* add package to test deps

* Update lock

* aio console dep

* Update lock

* Update tutorial content; move selector group chat and swarm outside of tutorial.

* Add redirect

---------

Co-authored-by: Jack Gerrits <jackgerrits@users.noreply.github.com>

* Add message context to signature of intervention handler, add more to docs

* example

* Add to test

* Fix pyright

* mypy

* Log messages and response for LLMCall event

* Remove accidental change

* newline

* Move azure auth provider to separate module

* Update lock

* fix component gen

Co-authored-by: Jack Gerrits <jackgerrits@users.noreply.github.com>

Update logging documentation and improve markdown code linting command

* Improve index page for better clarity

* Add markdown lint check

* Update info

* Update

* typo

* tagline

* tag line update

* Add missing API doc for Python code execution tool

* wip

* Add API doc for the executor tool

---------

Co-authored-by: Jack Gerrits <jackgerrits@users.noreply.github.com>

* Update magentic-one.md 

 Add openai extra to the installation instructions

* Update python/packages/autogen-core/docs/src/user-guide/agentchat-user-guide/magentic-one.md

---------

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

- remove unecessary todo links

Co-authored-by: Jack Gerrits <jackgerrits@users.noreply.github.com>

Co-authored-by: Jack Gerrits <jackgerrits@users.noreply.github.com>

* Minor fix for incorrect description of teams

* Add installation instructions

---------

Co-authored-by: Jack Gerrits <jackgerrits@users.noreply.github.com>

* Add coverage task & integrate with poe check

* Adding workflow

---------

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

* add azure deps to openai extra

* lock

* Update logged events

* add message_id

* serialize payload for log

* fix pytest warning

* serialization

* fix test

* lock

* fix warning and test

Solving issue #4866

Co-authored-by: Jack Gerrits <jackgerrits@users.noreply.github.com>

* readme start

* Enhance migration guide with organization overview and section breakdown

* update toc

* Update

* wip

* wip

* WIP

* Finished draft

* add statement

* Update migration guide for v0.4: refine language and clarify PyPI package ownership

* wip

* mv

* Update

* wip

* Add lint for markdown files; fix lint errors

* Fix indent

* Fix syntax

* Fix

* Update python/check_md_code_blocks.py

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

* wip

* WIP

* wip

* fix links

* update

* Add 0.4 component config example

* update

* update

* update

* add conversion function

* wip

* Move

* Update

* Update

* update

* Make buttons side by side

* Update

* small edits

* wip

---------

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

* Move intervention to root

* usage

* Fix openai client token usage (#4769)

* Include actual_usage in add_usage function

* Make sure result is assigned

* remove method

---------

Co-authored-by: Jack Gerrits <jack@jackgerrits.com>

* Add support for model family specification

* spelling mistake

* lint, etc

* fixes

* Fix high cpu usage

* Use queue for shutdown

* mypy fixes

* formatting

* missing import

* Make register_factory a user facing API

* fix docstring

* Update python/packages/autogen-core/src/autogen_core/_agent_runtime.py

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

* formatting

---------

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

* Remove deprecations

* imports

* Doc update to include model context usage

* add langchain tools

* update langchain tool wrapper api doc

* updat

* update

* format

* add langchain experimental dev dep

* type

* Fix type

* Fix some types in langchain adapter

* type ignores

* Add missing model context attribute

* fix type

* Add test

* imports

---------

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

* dev12

Remove pydantic compat

Allow closure agent to ignore unknown messages

* update teams doc

* Update

* fmt

* human-in-the-loop section for agentchat tutorial

* Fix definition of workspace package, remove uv pin

* add  --all-packages

* pin docs uv versions for older project structure

* try old version to verify CI

* Use workflow target

* change syntax

* change check

* try with var in matrix

* add all packages to workspace

* remove project table

Update links in extension page

* Accept agenttype in more places

* remove type hint

Co-authored-by: Jack Gerrits <jackgerrits@users.noreply.github.com>

migrate python code exec to autogen-ext

Co-authored-by: Leonardo Pinheiro <lpinheiro@microsoft.com>
Co-authored-by: Jack Gerrits <jackgerrits@users.noreply.github.com>

* Update pydantic version & fix mypy errors

* uv lock changes

* Update lock

* update lockfile

---------

Co-authored-by: Jack Gerrits <jack@jackgerrits.com>
Co-authored-by: Jack Gerrits <jackgerrits@users.noreply.github.com>