Building a Real-Time Recommendation Engine with Streaming SQL

2d ago · 15 min read · Most recommendation engines run on batch pipelines. A nightly job crunches user activity logs, updates a model, and pushes new recommendations to a cache. By the time a user sees "Recommended for you," the data behind it is already stale. This matter...