Knn to show results for 'Other Locations you may like'

I want to create Proximity Search/Reccomendation with Location data. so my search results should have results - 'Other Locations you may like'. My data has Geo ID and Pincode for Location data. I was thinking of creating the vector for Geo ID or Pincode to use for the search recommendations in elasticsearch. knn documentation just has samples.

  1. Does knn work for my usecase?
  2. Is there sample blogs/resources that I could use to get started with?

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