* docs: update AssistantAgent documentation with attention and warning notes

* update

---------

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

* Pass context between AssistantAgent for handoffs

* Add parallel tool call test

---------

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

* use caching to run tests and report coverage

* fix test step dep name

* try to fix cov fname

* add working dir to mv step

* update artifact download

* fmt

* reduce concurrency on ext test

---------

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

* v1, make assistant agent declarative

* make head tail context declarative

* update and formatting

* update assistant, format updates

* make websurfer declarative

* update formatting

* move declarative docs to advanced section

* remove tools until implemented

* minor updates to termination conditions

* update docs

Retry multiple times when M1 selects an invalid agent. Make agent selection deterministic when the team is a singleton (corner case).

* Update version to 0.4.3

* lock

* update lock

* lock

* initial base memroy impl

* update, add example with chromadb

* include mimetype consideration

* add transform method

* update to address feedback, will update after 4681 is merged

* update memory impl,

* remove chroma db, typing fixes

* format, add test

* update uv lock

* update docs

* format updates

* update notebook

* add memoryqueryevent message, yield message for observability.

* minor fixes, make score optional/none

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

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

* update tests to improve cov

* refactor, move memory to core.

* format fixxes

* format updates

* format updates

* fix azure notebook import, other fixes

* update notebook, support str query in Memory protocol

* update test

* update cells

* add specific extensible return types to memory query and update_context

---------

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

* make termination condition declarative

* make all term conditions declarative

* make And/OrTermination top level objects in base

* add basic tests

* add tutorial notebook

* update tests and formatting

* update tests

* update declarative config with updated api.

* Update version to 0.4.1

* lock

* dest dir

* remove website changes

* Add lock for input and output management in m1

* Use event to signal it is time to prompt for input

* undo stop change

* undo changes

* Update python/packages/magentic-one-cli/src/magentic_one_cli/_m1.py

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

* reduce exported surface area

* fix

---------

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

* Disable output stats in Console as the stats is often inaccurate.

* format

* Update all versions to 0.4.0

* update redirect

* install with upgrade for agentchat

* Make package readmes slightly less empty

* Update python/packages/autogen-ext/README.md

---------

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

* async printing

* Make stats output option

* Add pip install for magentic one and studio to homepage; update doc link

* Update links

* fix(magentic-one): Enhance error handling in orchestrate_step to manage invalid ledger formats

* formatting

---------

Co-authored-by: Roy Belio <robelio@microsoft.com>
Co-authored-by: Jack Gerrits <jackgerrits@users.noreply.github.com>
Co-authored-by: Jack Gerrits <jack@jackgerrits.com>

* Instantiate and call activate/deactivate on agents

* autoformatting

* remove activate. Rename deactivate to close

* remove unneeded import

* create close fn in runtime

* change runtime close behavior

* uv.lock

---------

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

* Reduce dependencies of core

* Update lock

* add package to test deps

* Update lock

* aio console dep

* Update lock

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

* Add coverage task & integrate with poe check

* Adding workflow

---------

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

* Add support for model family specification

* spelling mistake

* lint, etc

* fixes

* Doc update to include model context usage

* add langchain tools

* update langchain tool wrapper api doc

* updat

* update

* format

* add langchain experimental dev dep

* type

* Fix type

* Fix some types in langchain adapter

* type ignores

* Add missing model context attribute

* fix type

* Add test

* imports

---------

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

* dev12

* human-in-the-loop section for agentchat tutorial

* Fix definition of workspace package, remove uv pin

* add  --all-packages

* pin docs uv versions for older project structure

* try old version to verify CI

* Use workflow target

* change syntax

* change check

* try with var in matrix

* add all packages to workspace

* remove project table

* Emphasis on_messages is for new messages only

* update

* update uv

* update uv action

* try pin uv version

* pin all uv versions to 0.5.11

* revert uv lock file and remove unwanted file.

* Refine types in agentchat

* importg

* fix mypy

* Enhance MagenticOneGroupChat documentation with architecture overview and citation reference

* Fix formatting in MagenticOneGroupChat documentation and add citation reference

* 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

---------

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>

* Adding ToolCallResultSummaryMessage

* Support for ToolCallResultSummaryMessage

* Added ToolCallSummaryMessage

* ruff format

* Add ToolCallSummaryMessage to ChatMessage

* typing and tests for ToolCallSummaryMessage

* PR Feedback

---------

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

* 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

* 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>

* 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

* 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>

* 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

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