* Add tool_agent_caller_loop and group chat notebook.

* Fix types

* fix ref

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

* Add quick start and utils for extracting code blocks

* format

* Spelling

* Rename TypeRoutedAgent to RoutedAgent; log on unhandled message.

* format

* Deprecation warning

* add test for routed agent

* add TypeRoutedAgent import

* fix import

* Implement default sub and topic

* format

* update test

* Add subscriptions to factory

* tests and bug fix

* Make RunContext internal

* Mypy

* initial impl of topics and subscriptions

* Update python/src/agnext/core/_agent_runtime.py

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

* add topic in context

* migrate

* migrate code for topics

* migrate team one

* edit notebooks

* formatting

* fix imports

* Build proto

* Fix circular import

---------

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

* Upload/Download operations for azure code container

* add another check on download test

* small fixes

---------

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

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

* Azure container code execution

* fix check errors. Remove unnecessary file

* add TokenProvider class

* update deps

* addressing PR comments

* update docstring

* switch to aiohttp

* fix client timeout

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

* WIP refactor instantiation context

* finish up changes

* Update python/src/agnext/core/_agent_runtime.py

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

* Update python/src/agnext/core/_agent_runtime.py

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

* add warning

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

* Hook cancelation token into code execution

* Add unit test for code cancellation

* actually save the merge

* make code execution async

* python 3.10 does not support asyncio.timeout()

* make code execution cancellable

* make code execution async

* python 3.10 does not support asyncio.timeout()

* make code execution cancellable

* make entire callstack for code_executor async

* Update python/src/agnext/components/code_executor/_impl/local_commandline_code_executor.py

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

* fix variable description

* remove unnecessary code

* fix usage of execute_code_blocks

* fix usage of execute_code_blocks

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

* Add core components for topics

* rename topic to topic id

* Add tool agent class for convience of creating AI agents

* Merge remote-tracking branch 'origin/main' into ekzhu-tool-agent

* feat: Add return type annotation to test_tool_agent function

* Cancellation for model client #90

* format

* Use future

* Add token counting to chat completion client

* fix mypy

* ignore pyright for object type

* format

* Add infra for message serialization

* Add message type registry to handle type registration

* Add process_until_idle; add tests for cascading scenario.

* await publish

* update examples

* update examples

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

* Make send and publish better represent reality

* fix team-one

* simplify namespace usage

* format

* pyright