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Re:Geocode-sqlite: Geocode rows in an SQLite database table by nl on Monday May 17, 2021 @07:53AM (#27182437)
The generally correct answer is: PostGis.

If approximate distances (with known error bounds that depend on lat/long) is appropriate then string prefix matching on GeoHash[1] is easy and quite beautiful in many ways.

Basically locations within the same X character string code will be within a known lat/long square of each other. The longer the string the smaller the lat/long square.

[1] https://www.movable-type.co.uk/scripts/geohash.html, https://en.wikipedia.org/wiki/Geohash

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