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Input to feed ranking service

I am confused about the input to the feed ranking service/ algorithm.
Is it the relevant feed coming from the item store or the features coming from the feature store?

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I am learning myself so take what I say as a grain of salt:
I believe feeds are coming from the feed retrieval service which gets it from the items store. Only features of user, metadata, etc come from feature store.