* FORMATTING

* UPDATE - OAI __init__.py

* ruff

* ADD - notebook covering oai API configuration options and their different purposes

* ADD openai util updates so that the function just assumes the same environment variable name for all models, also added functionality for adding API configurations like api_base etc.

* ADD - updates to config_list_from_dotenv and tests for openai_util testing, update example notebook

* UPDATE - added working config_list_from_dotenv() with passing tests, and updated notebook

* UPDATE - code and tests to potentially get around the window build permission error, used different method of producing temporary files

---------

Co-authored-by: Ward <award40@LAMU0CLP74YXVX6.uhc.com>

* UPDATE - Updated retrieve_utils.py to have the ability to parse text from pdf files

* UNDO - change to recursive condition

* UPDATE - updated agentchat_RetrieveChat.ipynb to clarify which file types are accepted to be in the docs path

* ADD - missing import

* UPDATE - setup.py to have PyPDF2 in retrievechat

* RE-ADD - urls

* ADD - tests for retrieve utils, and removed deprecated PyPdf2

* Update agentchat_RetrieveChat.ipynb

* Update retrieve_utils.py

Fix format

* Update retrieve_utils.py

Replace print with logger

* UPDATE - added more specific exception to PDF decryption try/catch

* FIX - typo, return statement at wrong indentation in extract_text_from_pdf

---------

Co-authored-by: Ward <award40@LAMU0CLP74YXVX6.uhc.com>
Co-authored-by: Li Jiang <bnujli@gmail.com>

* Improves clarity and fixes punctuation in README and Multi-agent documentation

* fix broken colab link to agentchat_groupchat_research.ipynb (others are fine)

* fix typos, improves readability

* fix bug for windows

* fix bug for windows

* more clear example

* link to example

* add test

* format

* comment

* fix assertion error

* fix test error and links

---------

Co-authored-by: Chi Wang (MSR) <chiw@microsoft.com>

* Upsert in batch

* Improve update context, support customized answer prefix

* Update tests

* Update intermediate answer

* Fix duplicate intermediate answer, add example 6 to notebook

* Add notebook results

* Works better without intermediate answers in the context

* Bump version to 0.1.2

* Remove commented code and add descriptions to _generate_retrieve_user_reply

---------

Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>

* responsive -> conversable

* preview

* rename

* register reply

* rename and version

* bump version to 2.1.0

* notebook

* bug fix

* rename human to user_proxy

* notebook update and bug fix

* group chat for visualization

* show figure

* webpage update

* link update

* example 2

* example 2

---------

Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>

* admin takeover in group chat

* comments

* add comments

* suffix in model name

* bump version to 2.0.3

* prompt improvement

* image None for unsupported lang

* notebook update

* prompt improvement

* test

* chart

* plan

* separate

* bump version to 2.0.1

* explain plan and code/lang

* notebook update

* notebook update

* typo

* plan

* match can be None

* silent; code_execution_config; exit; version

* url

* url

* readme

* preview

* doc

* url

* endpoints

* timeout

* chess

* Fix retrieve chat

* config

* mathchat

---------

Co-authored-by: Li Jiang <bnujli@gmail.com>

* Add RetrieveChat notebook, RetrieveAssistantAgent and RetrieveUserProxyAgent

* Update according to comments

* Add output

* Add tests, merge main, address comments

* Fix tests

* Merge main

* Remove unnecessary code

* Update test

* Update notebook, some functions

* Fix print issue

* Update notebook

* Update notebook

* Update notebook

* Improve retrieve utils and update notebook

* Update vector db creation method

* Update notebook

* Update notebook

* Add terminate if no more context

* Update prompt and notebook, add example for update context

* Update results

* Update results

* Update results of update context

* Fix typo

* Add table of contents

* Update table of contents

* Make auto reply method pluggable

* support async

* async

* allow richer trigger types

* test list

* rename key

* Make auto reply method pluggable

* allow richer trigger types

* test list

* Improve auto reply registration

* object key

* fix test error

* bug fix in math user proxy agent

* allow send/receive without reply

* reset -> stop

* max consecutive auto reply

* chess notebook

* link to notebook

* clear history

* filter

* **context -> context

* format str template

* groupchat

* register class specific reply

* groupchat notebook

* move human reply into generate_reply

* arg in config

* colab link

* remove room

* rename

* autogen.agent -> autogen.agentchat

* bug fix in portfolio

* notebook

* timeout

* timeout

* infer lang; close #1150

* timeout

* message context

* context handling

* add sender to generate_reply

* clean up the receive function

* move mathchat to contrib

* contrib

* last_message

* Add OptiGuide: agent and notebook

* Optiguide notebook: add figures and URL
1. figures and code points to remote URL
2. simplify the prompt for the interpreter, because
all information is already in the chat history.

* Update name: Agent -> GenericAgent

* Update notebook

* Rename: GenericAgent -> ResponsiveAgent

* Rebase to autogen.agentchat

* OptiGuide: Comment, sytle, and notebook updates

* simplify optiguide

* raise error when msg is invalid; fix docstr

* allow return None for generate_reply()

* update_system_message

* test update_system_message

* simplify optiguide

* simplify optiguide

* simplify optiguide

* simplify optiguide

* move test

* add test and fix bug

* doc update

* doc update

* doc update

* color

* optiguide

* prompt

* test danger case

* packaging

* docker

* remove path in traceback

* capture ipython output

* simplify

* find code blocks with llm

* find code with llm

* order

* order

* fix bug in context handling

* print executing msg

* print executing msg

* test find code

* test find code

* disable find_code

* default_auto_reply

* default auto reply

* remove optiguide

* remove -e

---------

Co-authored-by: Beibin Li <beibin79@gmail.com>

* autogen.agent -> autogen.agentchat

* bug fix in portfolio

* notebook

* timeout

* timeout

* infer lang; close #1150

* timeout

* message context

* context handling

* add sender to generate_reply

* clean up the receive function

* move mathchat to contrib

* contrib

* last_message

* simplify the initiation of chat

* version update

* include openai

* completion

* load config list from json

* initiate_chat

* oai config list

* oai config list

* config list

* config_list

* raise_error

* retry_time

* raise condition

* oai config list

* catch file not found

* catch openml error

* handle openml error

* handle openml error

* handle openml error

* handle openml error

* handle openml error

* handle openml error

* close #1139

* use property

* termination msg

* AIUserProxyAgent

* smaller dev container

* update notebooks

* match

* document code execution and AIUserProxyAgent

* gpt 3.5 config list

* rate limit

* variable visibility

* remove unnecessary import

* quote

* notebook comments

* remove mathchat from init import

* two users

* import location

* expose config

* return str not tuple

* rate limit

* ipython user proxy

* message

* None result

* rate limit

* rate limit

* rate limit

* rate limit

* make auto_reply a common method for all agents

* abs path

* refactor and doc

* set mathchat_termination

* code format

* modified

* emove import

* code quality

* sender -> messages

* system message

* clean agent hierarchy

* dict check

* invalid oai msg

* return

* openml error

* docstr

---------

Co-authored-by: kevin666aa <yrwu000627@gmail.com>

* simplify the initiation of chat

* version update

* include openai

* completion

* load config list from json

* initiate_chat

* oai config list

* oai config list

* config list

* config_list

* raise_error

* retry_time

* raise condition

* oai config list

* catch file not found

* catch openml error

* handle openml error

* handle openml error

* handle openml error

* handle openml error

* handle openml error

* handle openml error

* close #1139

* use property

* termination msg

* AIUserProxyAgent

* smaller dev container

* update notebooks

* match

* document code execution and AIUserProxyAgent

* gpt 3.5 config list

* rate limit

* variable visibility

* remove unnecessary import

* quote

* notebook comments

* remove mathchat from init import

* two users

* import location

* expose config

* return str not tuple

* rate limit

* ipython user proxy

* message

* None result

* rate limit

* rate limit

* rate limit

* rate limit

* simplify the initiation of chat

* version update

* include openai

* completion

* update colab link

* typo

* upload file instruction

* update system message and notebooks

* update notebooks

* notebook test

* aoai api version and exclusion

* gpt-3.5-turbo

* dict check

* change model for test

* endpoints, cache_path and func description update

* model list

* gitter -> discord

* update colab link

* typo

* upload file instruction

* inform assistant agent:
user proxy agent can't modify code

* update notebooks

* configure timeout in UserProxyAgent

---------

Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>

* add funccall example and doc

* revise to comments

* Update website/docs/Use-Cases/Auto-Generation.md

Co-authored-by: Chi Wang <wang.chi@microsoft.com>

* revise

* update

* minor update

* add test notebook

* update

---------

Co-authored-by: Chi Wang <wang.chi@microsoft.com>

* rerun notebook with new models

* planning agent

* link to notebook

* update funccall

* code format

* update to comments

* update notebook

* remove test for py3.7

* allow funccall to class functions

* add test and clean up notebook

* revise notebook and test

* update

* update mathagent

* Update flaml/autogen/agent/agent.py

Co-authored-by: Chi Wang <wang.chi@microsoft.com>

* Update flaml/autogen/agent/user_proxy_agent.py

Co-authored-by: Chi Wang <wang.chi@microsoft.com>

* revise to comments

* revise function call design, notebook and test. add doc

* code format

* ad message_to_dict function

* update mathproxyagent

* revise docstr

* update

* Update flaml/autogen/agent/math_user_proxy_agent.py

Co-authored-by: Chi Wang <wang.chi@microsoft.com>

* Update flaml/autogen/agent/math_user_proxy_agent.py

Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>

* Update flaml/autogen/agent/user_proxy_agent.py

Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>

* simply funccall in userproxyagent, rewind auto-gen.md, revise to comments

* code format

* update

* remove notebook for another pr

* revise oai_conversation part  in agent, revise function exec in user_proxy_agent

* update test_funccall

* update

* update

* fix pydantic version

* Update test/autogen/test_agent.py

Co-authored-by: Chi Wang <wang.chi@microsoft.com>

* fix bug

* fix bug

* update

* update is_termination_msg to accept dict

---------

Co-authored-by: Chi Wang <wang.chi@microsoft.com>
Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
Co-authored-by: Li Jiang <bnujli@gmail.com>

* doc update

* add link to mathchat notebook

* use_docker property

* function name

* version update

---------

Co-authored-by: kevin666aa <yrwu000627@gmail.com>
Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>

Co-authored-by: Chi Wang <wang.chi@microsoft.com>

* mathcaht implementation

* code forrmat

* update readme

* update openai.yml

* update openai.yml

* update openai.yml

* Fix indentation in documentation

* newline

* version

* add agent notebook and documentation

* fix bug

* set flush to True when printing msg in agent

* add a math problem in agent notebook

* remove

* header

* improve notebook doc

* notebook update

* improve notebook example

* improve doc

* agent notebook example with user feedback

* log

* log

* improve notebook doc

* improve print

* doc

* human_input_mode

* human_input_mode str

* indent

* indent

* Update flaml/autogen/agent/user_proxy_agent.py

Co-authored-by: Chi Wang <wang.chi@microsoft.com>

* shell command and multiple code blocks

* Update notebook/autogen_agent.ipynb

Co-authored-by: Chi Wang <wang.chi@microsoft.com>

* Update notebook/autogen_agent.ipynb

Co-authored-by: Chi Wang <wang.chi@microsoft.com>

* Update notebook/autogen_agent.ipynb

Co-authored-by: Chi Wang <wang.chi@microsoft.com>

* coding agent

* math notebook

* renaming and doc format

* typo

* infer lang

* sh

* docker

* docker

* reset consecutive autoreply counter

* fix explanation

* paper talk

* human feedback

* web info

* rename test

* config list explanation

* link to blogpost

* installation

* homepage features

* features

* features

* rename agent

* remove notebook

* notebook test

* docker command

* notebook update

* lang -> cmd

* notebook

* make it work for gpt-3.5

* return full log

* quote

* docker

* docker

* docker

* docker

* docker

* docker image list

* notebook

* notebook

* use_docker

* use_docker

* use_docker

* doc

* agent

* doc

* abs path

* pandas

* docker

* reuse docker image

* context window

* news

* print format

* pyspark version in py3.8

* pyspark in py3.8

* pyspark and ray

* quote

* pyspark

* pyspark

* pyspark

---------

Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>

* add agent notebook and documentation

* fix bug

* set flush to True when printing msg in agent

* add a math problem in agent notebook

* remove

* header

* improve notebook doc

* notebook update

* improve notebook example

* improve doc

* improve notebook doc

* improve print

* doc

* human_input_mode

* human_input_mode str

* indent

* indent

* Update flaml/autogen/agent/user_proxy_agent.py

Co-authored-by: Chi Wang <wang.chi@microsoft.com>

* Update notebook/autogen_agent.ipynb

Co-authored-by: Chi Wang <wang.chi@microsoft.com>

* Update notebook/autogen_agent.ipynb

Co-authored-by: Chi Wang <wang.chi@microsoft.com>

* Update notebook/autogen_agent.ipynb

Co-authored-by: Chi Wang <wang.chi@microsoft.com>

* renaming and doc format

* typo

---------

Co-authored-by: Chi Wang <wang.chi@microsoft.com>

* remove redundant doc and add tutorial

* add demos for pydata2023

* Update pydata23 docs

* remove redundant notebooks

* Move tutorial notebooks to notebook folder

* update readme and notebook links

* update notebook links

* update links

* update readme

---------

Co-authored-by: Li Jiang <lijiang1@microsoft.com>
Co-authored-by: Li Jiang <bnujli@gmail.com>

* version update post release v1.2.2

* automl option

* import pandas

* remove automl.utils

* default

* test

* type hint and version update

* dependency update

* link to open in colab

* use packging.version to close #725

---------

Co-authored-by: Li Jiang <lijiang1@microsoft.com>
Co-authored-by: Li Jiang <bnujli@gmail.com>