Bookman Enterprise Data Mesh

GCP BigQuery ML and Vertex AI Vector Search ETL pipeline for legacy databases

Key Metrics: Vector Indexing • Distributed SQL Aggregation

System Overview

Consolidates customer support records from legacy databases. Transforms SQL tables via Python ETL scripts to run semantic lookups using BigQuery ML and Vertex AI Vector Search.

TECHNOLOGIES & RUNTIMES

Python ETLGCP BigQuery MLVertex AI Vector SearchNext.js