* Move existing quickstart guide to design patterns. Simplify quickstart guide.

* minor fixes

---------

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

* Update custom agent doc with arithmetic agent example

* fix mypy

* fix model capabilities usage

* enable download of team specs

* add docs v1 for ags to documentation website

* update docs readme/image

* Update python/packages/autogen-core/docs/src/user-guide/autogenstudio-user-guide/usage.md

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

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

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

---------

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

* feat: add support for list of messages as team task input
* Update society of mind agent to use the list input task
---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Ryan Sweet <rysweet@microsoft.com>
Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>

* fix message instance check error

* general refactor, enable 3rd party gallery

* format fixes

* update detail view

* improve detail view and test sync capabilities

* minor tweaks, version bump

* version bump

* update uv.lock

* update lockfile

* update uv.lock

* update uv lock

* pin uv version

* uv version

* revert

* revert

* minor side bar and drag drop layout fixes

* revert version numbering.

---------

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

* refactor renaming agent base

* 1st draft

* 1st draft

* format

* rename the tsts

* move IagentWorker

* 1st draft

* format

* gen-proto

* run gen-proto-samples

* format

* merge problem format

* fixes remake
* modified toml adding tests
* playwright tests
* tests websurfer
---------

Co-authored-by: Ryan Sweet <rysweet@microsoft.com>

Bump nanoid in /python/packages/autogen-studio/frontend

Bumps [nanoid](https://github.com/ai/nanoid) from 3.3.7 to 3.3.8.
- [Release notes](https://github.com/ai/nanoid/releases)
- [Changelog](https://github.com/ai/nanoid/blob/main/CHANGELOG.md)
- [Commits](https://github.com/ai/nanoid/compare/3.3.7...3.3.8)

---
updated-dependencies:
- dependency-name: nanoid
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Ryan Sweet <rysweet@microsoft.com>
Co-authored-by: Victor Dibia <victordibia@microsoft.com>

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

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

* Add discord links

* Update

* Update

---------

Co-authored-by: Ryan Sweet <rysweet@microsoft.com>

* v1 progress on drag_drop

* add v1 for node deletions

* major refactor, add sidebar to teams and session playground

* format updates

* formatting updates

* update formatting

* formatting and other checks

* add mangentic one deps

* general refactor, fix new team creation bug etc...

* minor bugfix

* update uv lock

---------

Co-authored-by: Ryan Sweet <rysweet@microsoft.com>

* Improve language

* Update images for examples

* reduce size

---------

Co-authored-by: Ryan Sweet <rysweet@microsoft.com>

* Improve init docs

* Add docstring for messages

* Add docstring for agents

* Add docstring for teams

* Add doc string for conditions

* Add docs for ui

* Update module docstring in __init__.py

* Clarify BaseChatAgent description in __init__.py

* Fix formatting

* dev11 release

Add alias for openai model clients

* Use official cloud event proto schema

* format

* fix bug in cloud event attribute creation

---------

Co-authored-by: Kosta Petan <kostapetan@gmail.com>
Co-authored-by: Ryan Sweet <rysweet@microsoft.com>

Minor doc fixes

* Update version for dev10

* fix notebook

* add models.openai namespace

* refactor tools namespace

* update lock file

* revert pyproject changes

* update docs and add cast

* update ext models doc ref

* increase underline

* add reply models namespace

* update imports

* fix test

* linting

* fix missing conflicts

* revert pydantic changes

* rename to replay

* replay

* fix reply

* Fix test

* formatting

* example

---------

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

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

* 1 tool call iteration default

* handoff first

* return_only_response

* add and remove tools

* print out tool calls

* pass checks

* fix issues

* add test

* add unit tests

* remove extra print

* Update python/packages/autogen-agentchat/src/autogen_agentchat/agents/_assistant_agent.py

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

* documentation and none max_tools_calls

* Always limit # tool call to 1

* Update notebooks for the changing behavior of assistant agent.

* Merge branch 'main' into assistant_Agent_tools

* add reflect_on_tool_use parameter to format the tool call result

* wip

* wip

* fix pyright

* Add unit tests

* Merge remote-tracking branch 'origin/main' into assistant_Agent_tools

* Update with custom formatting of tool call summary

* format

* Merge branch 'main' into assistant_Agent_tools

* Improve language of agents section

* Accomodate victor's feedback

* Templ changes

* Change outline

* Fix outline further

* Flatten the outline

* remove

---------

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

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

remove inner message from thread

* Move model context out of components

* move models out of components

* rename docs file

* add magenticonegroupchat to ags

* fix termination condition

* typing order check

* format error

* fix M1 orchestrator handle tool mesages

* add filesurfer and coder

* Add user proxy docs. Make user proxy's default impl cancellable

* remove unnecessary import

* revert accidental change

* address PR comments

* uv sync

* Fix bugs

* poe format

* fixing mypy issues

* poe format

* ignore pyright errors for ainput

* fix example code

* remove unused import

* fix accidental reversion, example code

* formatting

* fix typing

* Update python/packages/autogen-core/docs/src/user-guide/agentchat-user-guide/tutorial/agents.ipynb

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

* Update python/packages/autogen-core/docs/src/user-guide/agentchat-user-guide/tutorial/agents.ipynb

---------

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

* Update agent doc

* Remove outdated doc

* Update references

* Update readme

* Update readme

* fix doc on distributed runtime

* Fix references

* Update references

* Fix import paths in user guide notebooks for code executor components

* dev9

* Sequential Chat Tutorial (#3861)

* Include doc in toctree

* Rename title; doc improv

* reorder

* grammar

---------

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

* model capabilities faq

* Add links to FAQ in more places

---------

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

* move magentic and openai assistant agents

* add import error messages

* add api docs ref files

* fix magentic rst path

* fix openai rst fname

* fix magentic rst title

* Add module

* rm

* fix some minor issues

---------

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

* Add code executor modules

* minor fixes

* minor fixes

* minor

* minor grammar

* underlines

* code check

* Update user guide

* Fix typos

* Move the file to correct dir

* update notebook, add runnable code to catch bugs, improve text on inner messages

* update icons in tutorial

* Reduce references to future concepts

---------

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

* refactor code exec namespaces

* delete code exec init

* update conflicts

---------

Co-authored-by: Leonardo Pinheiro <lpinheiro@microsoft.com>

* API documentation page refactor

* Fix links and unused pages

---------

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

* Move grpc runtimes to ext, flatten application

* rename to grpc

* fmt

1. convert dataclass types to pydantic basemodel 
2. add save_state and load_state for ChatAgent
3. state types for AgentChat
---------

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

* Fixed messages missing from websurfer history.
* Fix filesurfer too!

* Move LLMUsageTracker to a cookbook

* rename, add to index

* fmt and remove test

* Update python/packages/autogen-core/docs/src/user-guide/core-user-guide/cookbook/llm-usage-logger.ipynb

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

* Fix missing quotation marks in notebook

---------

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