Ragnerock Launches Public Beta of Its Research Intelligence Platform, Making Any Data Source Queryable with standard SQL

Chicago-based startup removes barrier between raw, unstructured data and the tools analysts already use, making every ...

Companies are spending millions on AI, but a flaw in database strategy is eating returns

IEEE research highlights multi-model databases outperform single-model systems, reducing AI costs, latency, and schema issues ...
AOL

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

Large language models (LLMs) have fundamentally changed what it means to be found online. These systems do not read content the way a person does, nor do they rank pages the way traditional search ...
IEEE

A Secure and Efficient LLM-Based System for Natural Language Query-to-SQL Translation in IoT Data Management

Abstract: Structured data embodies vast reservoirs of actionable knowledge, yet non-technical users often lack the tools to effectively access or leverage these resources. This paper presents a novel ...
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 ...
Frontiers

Large language models for closed-library multi-document query, test generation, and evaluation

Learning complex, detailed, and evolving knowledge is a challenge in multiple technical professions. Relevant source knowledge is contained within many large documents and information sources with ...