I acknowledge this issue is a bit slim on content, but I'll do my best to summarize and let more technical folks fill in the details.
In #7228 we ran into an issue with Guides search that we plan to resolve by doing a local build of the guides on version 1.5.x of Sphinx, which we'll then put up on the guides.dataverse.org server. This course of action was taken because my primary goal was to get search working.
In a future version of Dataverse I'd like to use newer versions (3.2.x) of Sphinx, and I'm happy to assign some sprint time to this.
Thoughts/discussion welcome.