I built a similar website this summer https://wikisp.fanor.dev ! The source code is also open source https://github.com/haskaalo/wikisp

Its built from Wikipedia dumps in July. Links in articles shouldn't have changed much by now but updating the data set takes quite a long time!

One of my first project that taught me that gathering and cleaning data in data science is a long task, even if automated.