* 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>

* Move model context out of components

* move models out of components

* rename docs file

* 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* Remove outdated doc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>

* 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>

* Core API example showing multiple agents concurrently (#4427)

* Apply feedback

* Add different topics for closure agent example

* Address feedback

* Mypy fix

* Modify import path based on refactoring

---------

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

* Flatten core base and components

* remove extra files

* dont export from deprecated locations

* format

* fmt

* Change nav depth

* Remove repetitive module names

* Increase nav depth

* Decrease base font size of docs

* Improve docs

* Undo css change

* Change base agent to use on message impl

* update doc

* Update

* Merge branch 'main' into on_msg_impl

* Change nav depth

* Remove repetitive module names

* Increase nav depth

* Replatform closure agent on base agent

* Fix mypy

* update agentcaht

---------

* Update version to dev7

* update other references

* Add tool to check example in docstrings

* update lock

* add task

* add ignored message

* add example check CI

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

* Termination Conditions Tutorial (#4334)

* Fix format

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

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

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

* update docs

* update doc

---------

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

* Add warnings for deprecated azure oai config changes

* Update docs and usages, simplify capabilities

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

* Make grpc an optional dependency

* add note to the runtime docs

* update version

---------

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

* Selector Group Chat Tutorial (#4112)

* update doc

* update

* Add custom selector function

* Update doc

---------

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

* delete files and update dependencies

* add explicit config exports

* ignore mypy error on nb

---------

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

* Misc doc fixes

* Update _console.py

---------

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

* Swarm Tutorial

* Include 2 swarm example, add svgs

* Include latest Swarm changes & Eric changes

* Update docs to remove UserProxyAgent

* Include latest Console changes

---------

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

* task can be ChatMessage; add group chat state validation step, and address swarm state valiation; change handling of start and reset to RPC to capture any error.

* Update tutorial note

* Console pretty print for on_messages_stream

* Update doc

* Update docs

* fix select speaker for swarm

* Fix max-turn = 1 for swarm

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