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 ...
InfoQ

Google BigQuery Previews Cross-Region SQL Queries for Distributed Data

Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Agent workflows make transport a first-order ...
InfoWorld

Google tests BigQuery feature to generate SQL queries from English

The ability to write parts of SQL queries in natural language will help developers speed up their work, analysts say. Google is previewing a new AI-driven feature in its BigQuery data warehouse that ...
GitHub

Improvement Suggestion: Simplify Dynamic Query Building in Spring Data JPA (e.g., via a Wrapper Abstraction)

Hello, I'm a beginner developer who recently switched from MyBatis-Plus to JPA. While I find JPA’s dynamic query building feature (i.e., the Specificationclass) highly flexible, I also feel it has the ...
GitHub

Consider adding a smart count generator for QueryExpressionDSL?

Currently, when implementing pagination with MyBatis Dynamic SQL, returning a PageData with total count is not very elegant. Developers often need to write a utility method to construct both the ...
Geeky Gadgets

The Secret to Error-Free Power Query Workflows : Column Name Management

Have you ever spent hours fine-tuning a Power Query workflow, only to have it break because a column name changed? It’s a frustratingly common scenario for anyone working with dynamic or external data ...
marktechpost

SQL-R1: A Reinforcement Learning-based NL2SQL Model that Outperforms Larger Systems in Complex Queries with Transparent and Accurate SQL Generation

Natural language interface to databases is a growing focus within artificial intelligence, particularly because it allows users to interact with structured databases using plain human language. This ...
Scientific Research Publishing

Comparing Large Language Models for Generating Complex Queries ()

1 Faculty of Science, Ontario Tech University, Oshawa, Canada. 2 Faculty of Business and IT, Ontario Tech University, Oshawa, Canada. 3 Legion Development Group, Oshawa, Canada. This study presents a ...
IEEE

vSQL: Verifying Arbitrary SQL Queries over Dynamic Outsourced Databases

Abstract: Cloud database systems such as Amazon RDS or Google Cloud SQLenable the outsourcing of a large database to a server who then responds to SQL queries. A natural problem here is to efficiently ...