alamb opened a new pull request, #16846:
URL: https://github.com/apache/datafusion/pull/16846

   ## Which issue does this PR close?
   
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   - A follow on to https://github.com/apache/datafusion/pull/14837 from 
@goldmedal 
   
   ## Rationale for this change
   
   I was working on writing up DataFusion 49 release notes 
   - https://github.com/apache/datafusion-site/pull/91
   
   and I wasn't able to find the async docs quite as nicely as I wanted so I 
got inspired and went through the example to showcase the LLM usecase a bit 
more.
   
   ## What changes are included in this PR?
   
   1. Add `async_udf.rs` example to examples index page
   2. Tweak the library user guide a bit
   3. Upgrade the async_udf.rs example to focus on an LLM usecase to try and 
make it clearer how the async thing benefits
   
   ## Are these changes tested?
   
   By existing CI
   
   ## Are there any user-facing changes?
   Better docs


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