* Consolidate separate caching docs

* add pointer for moved

---------

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

* create topics dir and move llm config

* fix redirect

* fix link

On April 2, 2024 the following API preview releases will be retired and will stop accepting API requests:

2023-03-15-preview
2023-06-01-preview
2023-07-01-preview
2023-08-01-preview

To avoid service disruptions, update to use the latest version 2024-02-15-preview.

https://review.learn.microsoft.com/en-us/azure/ai-services/openai/api-version-deprecation

* WIP:logging

* serialize request, response and client

* Fixed code formatting.

* Updated to use a global package, and added some test cases. Still very-much a draft.

* Update work in progress.

* adding cost

* log new agent

* update log_completion test in test_agent_telemetry

* tests

* fix formatting

* Added additional telemetry for wrappers and clients.

* WIP: add test for oai client and oai wrapper table

* update test_telemetry

* fix format

* More tests, update doc and clean up

* small fix for session id - moved to start_logging and return from start_logging

* update start_logging type to return str, add notebook to demonstrate use of telemetry

* add ability to get log dataframe

* precommit formatting fixes

* formatting fix

* Remove pandas dependency from telemetry and only use in notebook

* formatting fixes

* log query exceptions

* fix formatting

* fix ci

* fix comment - add notebook link in doc and fix groupchat serialization

* small fix

* do not serialize Agent

* formatting

* wip

* fix test

* serialization bug fix for soc moderator

* fix test and clean up

* wip: add version table

* fix test

* fix test

* fix test

* make the logging interface more general and fix client model logging

* fix format

* fix formatting and tests

* fix

* fix comment

* Renaming telemetry to logging

* update notebook

* update doc

* formatting

* formatting and clean up

* fix doc

* fix link and title

* fix notebook format and fix comment

* format

* try fixing agent test and update migration guide

* fix link

* debug print

* debug

* format

* add back tests

* fix tests

---------

Co-authored-by: Adam Fourney <adamfo@microsoft.com>
Co-authored-by: Victor Dibia <victordibia@microsoft.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>

* Rewrite and consolidate configuration docs

* add link to filtering

* updates based on comments

* update lockfile

* update redirect

* spelling mistake

* update the noqa

* update links

* fix broken links

* lint fixes

* address comments

* update wording about model selection

* update cache_seed and json pattern

* add periods

* Update the config json func and other small changes

* update wording of json string

* update intro

* update description of caching

* fix link

* spelling mistake

* fix llm config

* Update website/docs/llm_configuration.ipynb

Co-authored-by: gagb <gagb@users.noreply.github.com>

* Add examples back as notebook

---------

Co-authored-by: gagb <gagb@users.noreply.github.com>
Co-authored-by: Aaron <aaronlaptop12@hotmail.com>

* custom model client docs followup

* fix function name in docs

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

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

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

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

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

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

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

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

---------

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

* Update FAQ.md

Database Locked error in Azure Machine Learning compute instance

* Update website/docs/FAQ.md

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

* Update website/docs/FAQ.md

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

* update doc; add module import for Cache

* update doc

* nit

---------

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

* 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>

* Preparing content for MDX v3

* upgrade dcusarus to v3

* upgrade to v3

* merge main to branch

* space

* change node version to 18

* merge main

* change setup-node version

* bug fix: added escape when needed

* added escape characters in docstrings

* upgraded docusaurus to 3.0.1

* polishing

* restored commented out link

* rename file

* removed backtick

* Add support for MD files in Docusaurus

* Add support for MD files in Docusaurus

* Add support for MD files in Docusaurus

* polishing

* cleanup

* cleanup

* cleanup

* cleanup

* cleanup

* cleanup

* cleanup

* merge with main and build scripts added

---------

Co-authored-by: Davor Runje <davor@airt.ai>
Co-authored-by: Shaokun Zhang <shaokunzhang529@gmail.com>
Co-authored-by: Victor Dibia <victordibia@microsoft.com>

* fix: typo

* fix: typo

* fix: typo of function name

* fix: typo of function name of test file

* Update test_token_count.py

---------

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

* init commit

* add doc, notebook and test

* fix test

* update

* update

* update

* update

* restucture

* update examples references

* fix citation

* 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>

* headsup about dependency change

* more change

* update

* update doc

---------

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

* make retry_time configurable, add doc

* in seconds

* retry_wait_time

* bump version to 0.1.4

* remove .json

* rename

* time