Resolves #5358

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

This PR removes the older `autogen_magentic_one` package, and directs
people to use the new AgentChat implementation.

Hopefully this eases confusion.

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

Fix provider string for AzureTokenProvider

* Replace create_completion_client_from_env with component config

* json load

* 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

* Add MagenticOne API

* Add CodeExecutorAgent to MagenticOne for enhanced task execution

* Refactor MagenticOne class to inherit from MagenticOneGroupChat and streamline initialization

* Enhance MagenticOne class documentation with detailed usage examples and initialization instructions

* Refactor MagenticOne module structure and update import paths

* Remove unused imports

* Add documentation for MagenticOne module and remove redundant initialization comments

* Enhance MagenticOne class with human-in-the-loop mode and update examples

* Update MagenticOne class documentation with safety precautions and architecture details

* Run poe format

* Add blog post reference to MagenticOne class documentation

* change default of websurfer use_ocr to false because of refusals

* Refactor MagenticOne class to use ChatCompletionClient instead of OpenAIChatCompletionClient

* Add client capability validation to MagenticOne initialization

* Poe format

* Refactor imports in MagenticOne class for clarity and organization

* Add stacklevel parameter to warning in client capability validation

* Update README to recommend using Magentic-One API for improved integration

* Add create_args property to OpenAIChatCompletionClient for better access to initialization arguments

* Enhance client capability validation in MagenticOne to ensure compatibility with OpenAI GPT-4o model

* Refactor client capability validation in MagenticOne for improved clarity

* Update magentic_one.py

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

* Remove create_args property from OpenAIChatCompletionClient and update validation logic in MagenticOne to directly access _create_args

* Refactor documentation in MagenticOne for improved readability and consistency

* Refactor client capability validation in MagenticOne to remove unnecessary model check for GPT-4o

* Add MagenticOne CLI (#4788)

* Add MagenticOne CLI script for task execution with OpenAI GPT-4o integration

* Fix argument parsing in MagenticOne CLI to require a single task input

* Add docstring to main function in MagenticOne CLI for improved usage clarity

* Fix example usage in docstring of MagenticOne CLI for correct argument order

* Refactor argument parsing in MagenticOne CLI for improved clarity and consistency

* Add type hints to run_task function in MagenticOne CLI

* Add type hint for main function in MagenticOne CLI

* Remove type ignore from main function call in MagenticOne CLI

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

* Update README.md

Add more information about using Azure OpenAI services

* Update README.md

Adjust the formatting to improve readability of the steps, making them easier to follow.

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

* Update README.md

Should it be "Azure openAI service" ?

* Update README.md with links

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

* update example script with logs dir, add screenshot timestamp

* readme examples update

* add flask app to view magentic_one

* remove copy example

* rename

* changes to magentic one helper

* update test web surfer to delete logs

* magentic_one icons

* fix colors - final log viewer

* fix termination condition

* update coder and log viewer

* timeout time

* make tests pass

* logs dir

* repeated thing

* remove log_viewer, mm web surfer comments

* coder change prompt, edit readmes

* type ignore

* remove logviewer

* add flag for coder agent

* readme

* changes readme

* uv lock

* update readme figures

* not yet

* pointer images