* 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

* Update readme and AutoGen docs

* Update Autogen#notebook-examples, Add link to AutoGen arxiv

* Update website/docs/Use-Cases/Autogen.md

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

* Update link

---------

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

* 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>

* Make auto reply method pluggable

* support async

* async

* allow richer trigger types

* test list

* rename key

* 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

* Update docstring for oai.completion.

Specify the details of how **config is used in Completion.

* Update docs about how to interact with local LLMs

* Update docs about how to interact with local LLMs

* Reformat file.

* Fix issues.

* Update website/blog/2023-07-14-Local-LLMs/index.mdx

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

* Update website/blog/2023-07-14-Local-LLMs/index.mdx

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

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

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

* Add documents about multiple workers.

* Update user instructions.

* Label big fix as optional

* Update website/blog/2023-07-14-Local-LLMs/index.mdx

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

---------

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

* simplify the initiation of chat

* version update

* include openai

* completion

* 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>

* add doc for spark

* labelCol equals to label by default

* change title and reformat

* reference about default index type

* fix doc build

* Update website/docs/Examples/Integrate - Spark.md

* update doc

* Added more references

* remove exception case when `y_train.name` is None

* fix broken link

---------

Co-authored-by: Wendong Li <v-wendongli@microsoft.com>
Co-authored-by: Li Jiang <bnujli@gmail.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>

* update openai model support

* new gpt3.5

* docstr

* function_call and content may co-exist

* test function call

---------

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

* Links to papers

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

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

---------

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>

* add agent doc

* del old files

* remove chat

* agent doc

* remove chat_agent

* naming

* improve documentation

* wording

* improve agent doc

* wording

* general auto reply

* update agent doc

* human input mode

* add agent figure

* update agent figure

* update agent example figure

* update code example

* extensibility of UserProxyAgent

---------

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

* 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>

Co-authored-by: rcardoso <ricardo.cardoso@anova.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>

* Improve messaging in documentation

* doc

* improve wording in blogpost

---------

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

* Blogpost for adaptation in HumanEval

* doc

* fix link

* fix link

* explain

* model

* interface

* link

* typo

* doc

* response filter

* rewrite implement based on the filter

* multi responses

* abs path

* code handling

* option to not use docker

* context

* eval_only -> raise_error

* notebook

* utils

* utils

* separate tests

* test

* test

* test

* test

* test

* test

* test

* test

* **config in test()

* test

* test

* filename

* chat completion check

* add test

* doc

* timeout

* bump version to 1.2.4

* Mark experimental classes

* template

* multi model

* test

* multi-config doc

* doc

* doc

* test

---------

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

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

* coding agent

* tsp

* tsp

* aoai

* logging

* compact

* Handle Import Error

* cost function

* reset counter; doc

* reset_counter

* home page update

* use case

* catboost in linux

* catboost

* catboost

* catboost

* doc

* intro

* catboost

* fixing the typo #990

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

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

* removing extra space : Update website/docs/Use-Cases/Auto-Generation.md

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

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

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

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

---------

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

* extract code from text

* solve_problem; request_timeout in config

* improve

* move import statement

* improve code

* generate assertions

* constant

* configs for implement; voting

* doc

* execute code in docker

* success indicator of code executation in docker

* success indicator

* execute code

* strip n

* add cost in generate_code

* add docstr

* filename

* bytes

* check docker version

* print log

* python test

* remove api key address

* rename exit code

* success exit code

* datasets

* exit code

* recover openai tests

* cache and pattern match

* wait

* wait

* cache and test

* timeout test

* python image name and skip macos

* windows image

* docker images

* volume path and yaml

* win path -> posix

* extensions

* path

* path

* path

* path

* path

* path

* path

* path

* path

* path

* path

* skip windows

* path

* timeout in windows

* use_docker

* use_docker

* hot fix from #1000

---------

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

* make context optional

* better error handling and doc

* skip instantiation if no context

* skip test

* news update

* doc update

* avoid KeyError

* bump version to 1.2.1

* handle empty responses

* typo

* eval function

* math utils in autogen

* cleanup

* code utils

* remove check function from code response

* comment out test

* GPT-4

* increase request timeout

* name

* logging and error handling

* better doc

* doc

* codegen optimized

* GPT series

* text

* no demo example

* math

* import openai

* import openai

* azure model name

* azure model name

* openai version

* generate assertion if necessary

* condition to generate assertions

* init region key

* rename

* comments about budget

* prompt

---------

Co-authored-by: Susan Xueqing Liu <liususan091219@users.noreply.github.com>

* tentatively implement holt-winters-no covariates

* fix forecast method, clean class

* checking external regressors too

* update test forecast

* remove duplicated test file, re-add sarimax, search space cleanup

* Update flaml/automl/model.py

removed links. Most important one probably was: https://robjhyndman.com/hyndsight/ets-regressors/

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

* prevent short series

* add docs

---------

Co-authored-by: Andrea W <a.ruggerini@ammagamma.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>

* indentation space #884 changing indentation of python code blocks

* indentation space #884 changing indentation of python code blocks 2

* update

* update doc

---------

Co-authored-by: “skzhang1” <“shaokunzhang529@gmail.com”>

* precommit: end-of-file-fixer

* exclude .gitignore

* apply

---------

Co-authored-by: Shaokun <shaokunzhang529@gmail.com>

* added documentation about small time budget

* small change for better clarity

* Update website/docs/Use-Cases/Task-Oriented-AutoML.md

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

---------

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