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Vitepress currently uses minisearch as a JS, browser based searche engine. This means we don't need to maintain a elastic search or other search index specific serivce (internally or externaly)
But one thing to keep in mind related to the search is the fact, that the current search index being generated while building is using only the 5.x version, not the older versions.
https://github.com/cakephp/docs/blob/5.x-vitepress/.vitepress/config.js#L27-L37
Not sure if the search can be version dependent. There is of course the possibility to connect to an algolia search index but I wouldn't go there in the current state.