* Add API documentation

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

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

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

* Usability improvements to component config

* Implement model upgrade

Update agentchat quickstart to show how to handle multi-round user inputs.

* Add wip component impl

* finishing touches

* remove test file

* fix json usage

* Format

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Co-authored-by: Victor Dibia <victordibia@microsoft.com>

Update models.ipynb

Correct the spelling error: opne -> open

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

* Decouple model_context from AssistantAgent

* add UnboundedBufferedChatCompletionContext to mimic pervious model_context behaviour on AssistantAgent

* moving unbounded buffered chat to a different file

* fix model_context assertions in test_group_chat

* Refactor model context, introduce states

* fixes

* update

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Co-authored-by: aditya.kurniawan <aditya.kurniawan@core42.ai>
Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>
Co-authored-by: Victor Dibia <victordibia@microsoft.com>

* Replace single quotes with double quotes

* Fix version

* formatting

* Restructure top level pages

* move studio

* update version, fix component factory bug

* add basic structure for deploy

* minor fixes, deploy v1

* minor text updated

* format fixes

* formatting fixes .. webby test samples

* update cli command, update views,

* packakge.json and other fixes

* format fixes

* Define AgentEvent, rename tool call messages to events.

* update doc

* Use AgentEvent | ChatMessage to replace AgentMessage

* Update docs

* update deprecation notice

* remove unused

* fix doc

* format

* add section on persisting state to a file on disc.

* formating fixes

* update notebook

* add oai support, improve component config typing, minor updates to docs, update ags tests

* faq updates

* update faq, add model_capabilities

* update faq

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

* minor fixes

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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>

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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

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

* Improve language

* Update images for examples

* reduce size

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

* dev11 release

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

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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>

* 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

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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

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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

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

* model capabilities faq

* Add links to FAQ in more places

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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

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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

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

* refactor code exec namespaces

* delete code exec init

* update conflicts

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

* API documentation page refactor

* Fix links and unused pages

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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
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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

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