Data Lakehouse Architecture

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The prompt behind this diagram

A modern data lakehouse architecture: sources (operational DBs, SaaS APIs, event streams), Airbyte ingestion, S3 raw/bronze/silver/gold zones with Delta Lake, Spark transformation jobs orchestrated by Airflow, dbt models, Snowflake serving layer, BI tools (Metabase) and a feature store.

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