* Request for longer response to make cache test more robust.

* 1000 words --> 100 words

Tests that contain `if __name__ == "__main__":` now have a shebang line
and execute permission.

* fix: unit test should not call private function

* fix test

* restore config

* implement redis cache mode, if redis_url is set in the llm_config then
it will try to use this.  also adds a test to validate both the existing
and the redis cache behavior.

* PR feedback, add unit tests

* more PR feedback, move the new style cache to a context manager

* Update agent_chat.md

* more PR feedback, remove tests from contrib and have them run with the normal jobs

* doc

* updated

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

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

* update docs

* update docs; let openaiwrapper to use cache object

* typo

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

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

* save previous client cache and reset it after send/a_send

* a_run_chat

---------

Co-authored-by: Vijay Ramesh <vijay@regrello.com>
Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>

* Switched to AzureOpenAI for api_type=="azure"

* Setting AzureOpenAI to empty object if no `openai`

* extra_ and openai_ kwargs

* test_client, support for Azure and "gpt-35-turbo-instruct"

* instruct/azure model in test_client_stream

* generalize aoai support (#1)

* generalize aoai support

* Null check, fixing tests

* cleanup test

---------

Co-authored-by: Maxim Saplin <smaxmail@gmail.com>

* Returning back model names for instruct

* process model in create

* None check

---------

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

* Runnig tests directly

* All tests with contrib add sys.path

* --skip-openai

* All tests pass

* Update build.yml

* Update Contribute.md

* Fix for failing Ubuntu tests

* More tests skipped, fixing 3.10 build

* Apply suggestions from code review

Co-authored-by: Qingyun Wu <qingyun0327@gmail.com>

* Added more comments

* fixed test__wrap_function_*

---------

Co-authored-by: Qingyun Wu <qingyun0327@gmail.com>
Co-authored-by: Davor Runje <davor@airt.ai>

* openai base url default to None

* read from files when env vars exist

* fix for #762 ,get_config_list/oia assetion, docs, test

* Improved docstrings

* test_utils using fake data and temp files

* "Black" formatting applied

* Fix build (KEY_LOC and OAI_CONFIG_LIST as consts in test_client)

* Ramping up openai_utils coverage

* Missing parameter doc.

---------

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

* add function decorator to converasble agent

* polishing

* polishing

* added function decorator to the notebook with async function calls

* added support for return type hint and JSON encoding of returned value if needed

* polishing

* polishing

* refactored async case

* Python 3.8 support added

* polishing

* polishing

* missing docs added

* refacotring and changes as requested

* getLogger

* documentation added

* test fix

* test fix

* added testing of agentchat_function_call_currency_calculator.ipynb to test_notebook.py

* added support for Pydantic parameters in function decorator

* polishing

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

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

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

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

* fixes problem with logprob parameter in openai.types.chat.chat_completion.Choice added by openai version 1.5.0

* get 100% code coverage on code added

* updated docs

* default values added to JSON schema

* serialization using json.dump() add for values not string or BaseModel

* added limit to openai version because of breaking changes in 1.5.0

* added line-by-line comments in docs to explain the process

* polishing

---------

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

* update

* update

* update signature

* update

* update

* fix test funccall groupchat

* reverse change

* update

* update

* update

* update

* update

---------

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

* update cost for cache

* fix test

* bump version to 0.2.1

* remove example link

* update

---------

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

* init commit

* add doc, notebook and test

* fix test

* update

* update

* update

* update

* add cost calculation

* Update autogen/oai/client.py

Co-authored-by: Joshua Kim <joshkyh@users.noreply.github.com>

* Update autogen/oai/client.py

Co-authored-by: Joshua Kim <joshkyh@users.noreply.github.com>

* update

* add doc

---------

Co-authored-by: Joshua Kim <joshkyh@users.noreply.github.com>

* api_base -> base_url (#383)

* InvalidRequestError -> BadRequestError (#389)

* remove api_key_path; close #388

* close #402 (#403)

* openai client (#419)

* openai client

* client test

* _client -> client

* _client -> client

* extra kwargs

* Completion -> client (#426)

* Completion -> client

* Completion -> client

* Completion -> client

* Completion -> client

* support aoai

* fix test error

* remove commented code

* support aoai

* annotations

* import

* reduce test

* skip test

* skip test

* skip test

* debug test

* rename test

* update workflow

* update workflow

* env

* py version

* doc improvement

* docstr update

* openai<1

* add tiktoken to dependency

* filter_func

* async test

* dependency

* migration guide (#477)

* migration guide

* change in kwargs

* simplify header

* update optigude description

* deal with azure gpt-3.5

* add back test_eval_math_responses

* timeout

* Add back tests for RetrieveChat (#480)

* Add back tests for RetrieveChat

* Fix format

* Update dependencies order

* Fix path

* Fix path

* Fix path

* Fix tests

* Add not run openai on MacOS or Win

* Update skip openai tests

* Remove unnecessary dependencies, improve format

* Add py3.8 for testing qdrant

* Fix multiline error of windows

* Add openai tests

* Add dependency mathchat, remove unused envs

* retrieve chat is tested

* bump version to 0.2.0b1

---------

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