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 ...

EverMind Introduces EverOS, a Long-Term Memory Operating System for AI Agents

SAN MATEO, CA - April 14, 2026 - PRESSADVANTAGE - EverMind today introduced EverOS, a Long-Term Memory Operating System ...
Stacker on MSN

Demystifying structured data: How to speak an LLM’s native language

Elk Marketing reports that structured data enhances AI understanding, enabling accurate entity recognition and improved ...
IEEE

CCS-SQL: Enhancing Text-to-SQL Framework for Computational Queries via Large Language Models

Abstract: The Text-to-SQL task is to convert natural language queries into Structured Query Language (SQL) to achieve a natural language interface for database queries. The current research on Text-to ...
ascopubs.org

Development and Assessment of a Pipeline for Extracting Structured Data From Free-Text Medical Reports Using a Large Language Model

Medical free texts such as pathology reports contain valuable clinical data but are challenging to structure at scale. Traditional natural language processing approaches require extensive annotated ...
InfoWorld

R language is making a comeback – Tiobe

The R language for statistical computing has creeped back into the top 10 in Tiobe’s monthly index of programming language popularity. “Programming language R is known for fitting statisticians and ...
marktechpost

How to Build an Intelligent AI Desktop Automation Agent with Natural Language Commands and Interactive Simulation?

In this tutorial, we walk through the process of building an advanced AI desktop automation agent that runs seamlessly in Google Colab. We design it to interpret natural language commands, simulate ...
GitHub

Prequel - C# SQL Query Engine

Prequel is a SQL query engine built in C#. The goal of this project is to demonstrate how query engines are built, and to bring a query engine to the .NET community. The project contains a ...
University of Vermont

A brief introduction to databases with SQLite

We have seen how to read data from a file, either in unstructured text or CSV format, and how to write data in these formats. We’ve also seen how to read and write JSON. In this chapter we’ll see how ...
InfoWorld

SQL slips in language popularity index

Structured Query Language, the standard means of manipulating and querying data in relational databases since the 1980s, has dropped out of the Tiobe index top 10 in recent months and now ranks 12th, ...