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srowen avatar srowen commented on August 14, 2024

One approach is to ask for a very large number of recommendations and filter on the caller's side. That's pretty simple, but takes work to make and transfer all those recommendations, and you may not end up with many in the list of 300 (although, if none of the top recommendations are in that list, maybe you don't want to make a recommendation).

The more complex but performant way to do it is implement a RescorerProvider that returns a Rescorer that will filter out everything except those 300 from consideration. The implementation could have whatever business logic you like; Rescorers can receive arguments from the API request too, to control what they do. It's faster because it would only consider the subset of items you want. You'd include that implementation jar with your deployment and add it to the configuration file.

from oryx.

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