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 Twitter's Recommendation Algorithm is a set of services and jobs that are responsible for serving feeds of Tweets and other content across all Twitter product surfaces (e.g. For You Timeline, Search, Explore, Notifications). For an introduction to how the algorithm works, please refer to our [engineering blog](https://blog.twitter.com/engineering/en_us/topics/open-source/2023/twitter-recommendation-algorithm).
 
-## Architecture
+## The Architecture
 
 Product surfaces at Twitter are built on a shared set of data, models, and software frameworks. The shared components included in this repository are listed below: