microsoft/FLAML 2.0.0rc1 on GitHub

This release includes:

A Major Refactor: the creation of an automl option to remove unnecessary dependencies for autogen and tune (thanks to @sonichi.)
A newly added blog post addressing adaptation in HumanEval (thanks to @sonichi.)
A newly added tutorials folder containing all the tutorials on FLAML (thanks to @qingyun-wu, @sonichi, and @thinkall.)
Documentation Improvement and Link Corrections.
The addition of documentation and a notebook example on interactive LLM agents in FLAML (thanks to @qingyun-wu, @sonichi, @thinkall, and @pcdeadeasy.)
Support more azure openai api_type (thanks to @thinkall )
Suppress warning message of pandas_on_spark to_spark (thanks to @thinkall )
Support shell command and multiple code blocks (thanks to @sonichi )
Improve the system message for assistant agent (thanks to @sonichi and @gagb )
Improve utility functions for config lists (thanks to @sonichi )
Reuse docker image in a session (thanks to @sonichi and @gagb )

A hearty welcome to our new contributor, @badjouras, who made their first contribution. Thanks to code reviewers @gagb @pcdeadeasy
@liususan091219 @thinkall @levscaut @sonichi @qingyun-wu.

What's Changed

Blogpost for adaptation in HumanEval by @sonichi in #1048
Improve messaging in documentation by @sonichi in #1050
create an automl option to remove unnecessary dependency for autogen and tune by @sonichi in #1007
docs: 📝 Fix link to installation section in Task-Oriented-AutoML.md by @badjouras in #1051
doc and test update by @sonichi in #1053
remove redundant doc and add tutorial by @qingyun-wu in #1004
add agent notebook and documentation by @qingyun-wu in #1052
Support more azure openai api_type by @thinkall in #1059
suppress warning message of pandas_on_spark to_spark by @thinkall in #1058
Agent notebook example with human feedback; Support shell command and multiple code blocks; Improve the system message for assistant agent; Improve utility functions for config lists; reuse docker image by @sonichi in #1056

Full Changelog: v1.2.4...2.0.0rc1