* Added vectordb base and chromadb

* Remove timer and unused functions

* Added filter by distance

* Added test utils

* Fix format

* Fix type hint of dict

* Rename test

* Add test chromadb

* Fix test no chromadb

* Add coverage

* Don't skip test vectordb utils

* Add types

* Fix tests

* Fix docs build error

* Add types to base

* Update base

* Update utils

* Update chromadb

* Add get_docs_by_ids

* Improve docstring

* Update init params

* Update init vector db

* Add get all docs

* Move chroma_results_to_query_results to utils

* Add init vectordb

* Convert format of results for old version

* Improve type hints

* Update get_context for new query results format

* Fix typo

* Improve init db

* Update default folder

* Update logger

* Update init, add embedding func

* Update distance_threshold

* Fix logger name

* Update qdrant

* Fix init db

* Update notebooks

* Use kwargs to improve readability

* Improve docstring of vectordb, add two attributes

* Add db_config

* Update gitignore

* Update comments

* Add source

* Fix file downloaded from urls have the same name

* Remove files added by mistake

* Improve docstring

* Update docstring

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

* Update docstring

* Update docstring

---------

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

* Add another batch of notebooks to the website

* update link

---------

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

* add message field

* send

* message func doc str

* test dict message

* retiring soon

* generate_init_message docstr

* remove todo

* update notebook

* CompressibleAgent

* update notebook

* add test

* retrieve agent

* update test

* summary_method args

* summary

* carryover

* dict message

* update nested doc

* generate_init_message

* fix typo

* update docs for mathchat

* Fix missing message

* Add docstrings

* model

* notebook

* default naming

---------

Co-authored-by: Chi Wang <wang.chi@microsoft.com>
Co-authored-by: kevin666aa <yrwu000627@gmail.com>
Co-authored-by: Li Jiang <bnujli@gmail.com>
Co-authored-by: Li Jiang <lijiang1@microsoft.com>

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

* nbqa adedd to pre-commit, added black and ruff for notebooks

* polishing

* polishing

* polishing

* fixed spelling, minor errors and reformatted using black

* polishing

* added codespell to pre-commit hooks, fixed a number of spelling errors and a few minor bugs in the code

* update autogen library version in notebooks

* update autogen library version in notebooks

* update autogen library version in notebooks

* update autogen library version in notebooks

* update autogen library version in notebooks

* Add speaker selection methods

* Update groupchat RAG

* Update seed to cache_seed

* Update RetrieveChat notebook

* Update parameter name

* Add test

* Add more tests

* Add mock to test

* Add mock to test

* Fix typo speaking

* Add gracefully exit manual input

* Update round_robin docstring

* Add method checking

* Remove participant roles

* Fix versions in notebooks

* Minimize installation overhead

* Fix missing lower()

* Add comments for try_count 3

* Update warning for n_agents < 3

* Update warning for n_agents < 3

* Add test_n_agents_less_than_3

* Add a function for manual select

* Update version in notebooks

* Fixed bugs that allow speakers to go twice in a row even when allow_repeat_speaker = False

---------

Co-authored-by: Adam Fourney <adamfo@microsoft.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>

* feat: QdrantRetrieveUserProxyAgent

* fix: QdrantRetrieveUserProxyAgent docstring

* chore: batch of 500 all CPU cores

* chore: conditional import for tests

* chore: config parallel, batch 100

* chore: collection creation params

* chore: conditonal payload indexing
fastembed import check

* docs: notebook for QdrantRetrieveUserProxyAgent

* docs: update docs link

* docs: notebook examples update

* chore: hnsw, payload index reference

* docs: notebook docs_path update

* Update test/agentchat/test_qdrant_retrievechat.py

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

* chore: update notebook output

* Fix format

---------

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