github microsoft/FLAML v2.0.0

latest releases: v2.1.1, v2.1.0, v2.0.3...
6 months ago

Prepare for a roller coaster ride of innovation with the launch of FLAML v2.0.0! This is not just another update but a culmination of numerous enhancements, novel features, and exciting improvements we've made from v2.0.0rc1 to v2.0.0rc5, leading to the grand v2.0.0 release.

  • With v2.0.0rc1, we embarked on a major refactor with the creation of an [automl] option to declutter dependencies for autogen and tune.
  • In v2.0.0rc2, we supercharged FLAML with support for new OpenAI gpt-3.5-turbo and gpt-4 models in autogen and rolled out the extensibility of autogen agents.
  • With v2.0.0rc3, we upped the ante by adding new OpenAI models' support of functions in agents and provided a handy code example in a dedicated notebook.
  • v2.0.0rc4 brought a host of improvements to the agentchat framework, enabling many new applications.
  • v2.0.0rc5 pushed the boundaries further by making auto-reply methods pluggable and supporting an asynchronous mode in agents.

Finally, we arrive at the grand v2.0.0 release! This version boasts of numerous feature enhancements in autogen, like multi-agent chat framework (in preview), expanded OpenAI model support, enhanced integration with Spark, and much more.

Documentation for AutoGen: https://microsoft.github.io/FLAML/docs/Use-Cases/Autogen
Examples: https://microsoft.github.io/FLAML/docs/Examples/AutoGen-AgentChat
Blogposts: https://microsoft.github.io/FLAML/blog

A huge shoutout to @qingyun-wu @kevin666aa @skzhang1 @ekzhu @BeibinLi @thinkall @LittleLittleCloud @JieyuZ2 @gagb @EgorKraevTransferwise @markharley @int-chaos @levscaut @feiran-jia @liususan091219 @royninja @pcdeadeasy as well as our new contributors @badjouras, @LeoLjl, @xiaoboxia, and @minghao51 who joined us during this journey. Your contributions have played a pivotal role in shaping this release.

What's Changed

New Contributors

Full Changelog: v1.2.4...v2.0.0

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