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In November 2021 we added an alternate mechanism for constructing the relevancy feed for DEV and different instances of the Forem code base. After a bit of configuration, that grew to become the default means of producing the relevancy feed. Between then and now, we’ve been experimenting with the "levers" of the relevancy feed to attempt to carry a more relevant feed expertise. On April twenty first, we merged a big refinement to how we build the relevancy feed. By design, this new mechanism produces the same query because the prior mechanism. This new method, permits us to extra simply experiment with the relevancy feed; and seize, report, analyze, and annotate the results of those experiments. And here’s the most effective half: as a result of this is open source, you can see what experiments we’re running and how we configure these levers. Below is a tough sketch of the ERD I might use had been we putting all of this in the database. 1. The database is more opaque.
2. The database requires more consideration regarding synchronization across Forem installations. Instead, we’re placing the above info in our utility. This enables us to check every experiment and variant. It also means that how we construct the relevancy feed is clear. The variants are defined in config/feed-variants; every named variant can have a corresponding JSON file in the config/feed-variants listing. If you come to the DEV homepage, we retrieve the your randomly assigned variant. With that variant, we assemble the query configuration and then carry out the query to return the articles you see in your relevancy feed. Below is the evaluated Structured Query Language (SQL ) of the 2022-04-15 incumbent feed variant. And for those curious, the "challenger" will be a part of the fray on April 25th; once we merge Create new feed-variant 20220422. You can too checkout the inline documentation on configuring the VariantQuery. And now a wall of SQL… Diving into Dev's Relevancy Feed Builder by Jeremy Friesen is published with All Rights Reserved.
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