The hottest big data tools in 2025 include Amazon Aurora DSQL, Snowflake Intelligence, and the Databricks Lakebase.

With AWS Transform, customers can "accelerate the reduction of their legacy tech debt and shift valuable resources toward ...

But it still has to learn about custom patterns from devs or docs, and needs help to review and tune its output.

This app is a minimal reference implementation that wires up Vanna AI v2 to a database (PostgreSQL or Oracle), exposes a REST API and a simple Web UI, and is configured via a .env file. It uses the uv ...