* Update README.md

Should it be "Azure openAI service" ?

* Update README.md with links

---------

Co-authored-by: Hussein Mozannar <hssein.mzannar@gmail.com>
Co-authored-by: Hussein Mozannar <hmozannar@microsoft.com>

* feat: watsonx support

* fix: addressing comments

* fix: addressing comments

* fix: addressing comments

* Delete python/packages/autogen-core/docs/src/user-guide/extensions-user-guide/watsonx-client-integration.md

* Update python/packages/autogen-core/docs/src/user-guide/extensions-user-guide/index.md

---------

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

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

* lazy init set

* format

* Initial work on magentic-one orchestrator port.

* Max turn parameter for group chats

* Add note no usage

Removed "can", making it: which defines the messages that are passed...

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

* first commit

* use_ocr flag

* initial refactor

* test

* small fixes

* adding animations, in progress

* red boundary animations

* add hover tool

* fix timeout time - reduces a lot of errors

* put prompts in separate file

* prompt organize

* add cursor animation

* format and checks pass

* added check for reset

* add react-flow

* update tutorial, some ui improvement for agent thread layout

* v1 for interactive viz for agent state

* add Ui visualization of message based transitions

* minor updates

* fix node edges, support visualization of self loops

* improve edges and layout, add support for selector group chat prompt

* minor ui tweaks

* Move to lazy init.

* Fixed mypy error.

---------

Co-authored-by: Hussein Mozannar <hmozannar@microsoft.com>

* initial implementation of reply chat completion client

---------

Signed-off-by: Mohammad Mazraeh <mazraeh.mohammad@gmail.com>
Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>

* Various docs improvements

* Update python/packages/autogen-core/docs/src/user-guide/core-user-guide/framework/command-line-code-executors.ipynb

---------

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

* protobuf serialization in python

* remove test code

* clarify TODO

* Handoff termination and show how to use it for asking user input

* lint

* Add teams section

* wip don't merge

* Merge remote-tracking branch 'origin/main' into agentchat-team-tutorial

* update instruction about termination reset

* edit

* more guidline for script

Resolves Tutorial Chapter for Custom ChatAgent #4114 -- updated tutorial chapter on agents and custom agents
Update README example to use tool call
Added "Models" section in AgentChat tutorial.
Added place holder for Tutorial Chapter for Swarm #4113.

* add skeleton worflow manager

* add test notebook

* update test nb

* add sample team spec

* refactor requirements to agentchat and ext

* add base provider to return agentchat agents from json spec

* initial api refactor, update dbmanager

* api refactor

* refactor tests

* ags api tutorial update

* ui refactor

* general refactor

* minor refactor updates

* backend api refaactor

* ui refactor and update

* implement v1 for streaming connection with ui updates

* backend refactor

* ui refactor

* minor ui tweak

* minor refactor and tweaks

* general refactor

* update tests

* sync uv.lock with main

* uv lock update

* Initial implementation of SOM agent

* add tests

* edit prompt

* Update prompt

* lint

* Add task type that are messages to enable multi-modal tasks.

* fix test

* Initial web surfer implementation in extension

* Moved model client to constructor for consistency.

* Fixed uv lock.

* Merge branch 'main' into websurfer

* fix ruff

* AgentChat pause and resume a task
Resolves #3859

* Add

* Update usage

* Update usage

* WIP to address stateful group chat

* Refactor group chat to add reset and flags for running

* documentation

* Update version to dev4

* Agentchat refactor

* Move termination stop message to a separate field in task result

* Update quick start example

* Use string stop reason instead of stop message in task result for simpler API

* Use main function

* update example script with logs dir, add screenshot timestamp

* readme examples update

* add flask app to view magentic_one

* remove copy example

* rename

* changes to magentic one helper

* update test web surfer to delete logs

* magentic_one icons

* fix colors - final log viewer

* fix termination condition

* update coder and log viewer

* timeout time

* make tests pass

* logs dir

* repeated thing

* remove log_viewer, mm web surfer comments

* coder change prompt, edit readmes

* type ignore

* remove logviewer

* add flag for coder agent

* readme

* changes readme

* uv lock

* update readme figures

* not yet

* pointer images

* Remove isinstance check from FunctionTool (#3987)

* Move __init__ Args to class docstring

---------

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

* Termination condition as part of constructor

* Update doc

* Update notebooks

* Add token usage termination

* fix test

* Add token usage to messages

* small test edit

* AssistantAgent no longer sends out StopMessage. We use TextMentionTermination("TERMINATE") on the team instead for default setting.

* Fix test

* Custom selector function for SelectorGroupChat

* Update documentation