materialize

Why we included this project

Materialize keeps SQL materialized views up to date as new events arrive, so you don't have to rerun batch jobs or maintain caches by hand. You point it at systems like Postgres, MySQL, or Kafka, write the view you want in SQL, and it keeps answering strongly consistent queries even when the view joins data from several upstream stores. That guarantee matters when the output feeds RAG context, operational dashboards, or customer-facing requests, where an approximate number is hard to act on. It also lets you offload heavy reads from your primary database, and since it runs in your own infrastructure, read-heavy workloads don't force you to build a custom pipeline stack.