Databricks research shows multi-step agents consistently outperform single-turn RAG when answers span databases and documents

Data teams building AI agents keep running into the same failure mode. Questions that require joining structured data with ...
IEEE

An Example-Enhanced and Iteratively Refined Text-to-SQL Framework with Dual-Path Revision

Abstract: Although significant progress has been made in Text-to-SQL technology, existing methods still face challenges: insufficient adaptability between examples and the specific database schema, ...
GitHub

tde-certificate-migrate.md

In this article, learn how to migrate the certificate before you migrate your TDE-protected SQL Server database to Azure SQL Managed Instance by using the native restore option. When you migrate a ...
GitHub

Drop a file. Query with SQL. Visualize and share. All in your browser.

A browser-native SQL playground powered by DuckDB-Wasm. Drag & drop CSV, Parquet, JSON, or Excel files — write SQL, visualize results, and share with a link. No server, no account, no install. You ...