Li Jiang

## Why are these changes needed? ## Related issue number ## Checks - [ ] I've used [pre-commit](https://microsoft.github.io/FLAML/docs/Contribute#pre-commit) to lint the changes in this PR (note the same in integrated...

[Bug] Method cpus does not exist, version 0.5.3 doesn't work with spark 3.4 or 3.5

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It seems that PR #52 introduced a bug which made it fails on spark 3.4 and 3.5.  ``` Py4JError: An error occurred while calling o8485.cpus. Trace: py4j.Py4JException: Method cpus([class...

Why do we have code_executor and code_executors?

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Shouldn't we use either `code_executor` or `code_executors` ? 

## Why are these changes needed? Update the figure on [this page](https://microsoft.github.io/autogen/dev/user-guide/core-user-guide/core-concepts/api-layers.html), replace `AGNext` with `AutoGen`. Old:  New:  ## Related issue number ## Checks - [ ] I've...

Add development guide

1

## Why are these changes needed? Looks like we don't have a development guidance in the documentation website for v0.4. In this PR, a development guide is added to the...

## Why are these changes needed? Add warning message when `NoEligibleSpeaker` to increase the readability of the outputs and help the user understand why the conversation is being terminated. ##...

### Is your feature request related to a problem? Please describe. Need to support Python 3.12. ### Describe the solution you'd like _No response_ ### Additional context _No response_

It would be good to expand the docs at some point to include these estimators, but that can be done as part of a separate issue. _Originally posted by @dannycg1996...