Context

The chat-gpt-retrieval code has a current TODO: to include support for creating a search index via the pymongo driver code. 

We have the capability to do so via the code, but since we implement these libraries to support at least a v6.0 M0 Shared cluster, the `create_search_index` code will not work for that version. Since there is no timeline on when the M0 Shared cluster will receive that support, the best general guidance around index creation via the python driver as it relates to the ongoing AI/ML Integration initiative is this: Assume a user running on Atlas Server Version X on SHARED can use the code; however, make sure to provide optimized features for those working on Version X on DEDICATED.{}

Definition of done

Implemented coding heuristic (with tests) of the specified search pattern.

Pitfalls

This could increase the complexity of the code and increase confusion.