Database Trends and Applications

Beyond LLMs: Using Knowledge Graphs to Make GenAI Reliable

GenAI adoption is accelerating across the enterprise, but business value is lagging behind. The limitation is not model ...
IEEE

GTR-SQL: Graph Pruning, Tournament Selection, and Taxonomy Repair for Text-to-SQL

Abstract: Deploying Text-to-SQL in resource-constrained enterprise environments presents a dichotomy: proprietary Large Language Models (LLMs) pose privacy and cost concerns, while smaller open-source ...
GitHub

limitations.md

Current limitations in the SQL database in Fabric are listed in this page. This page is subject to change. Azure SQL Database and SQL database in Microsoft Fabric share a common code base with the ...
IEEE

Leveraging Graph Databases for Real-Time Spam Detection on Social Media

Abstract: Spam is a recurring problem on Twitter, a well-known microblogging site, impairing user experience and the integrity of information sharing. This paper explores an innovative approach to ...

New Relic Closes Gaps Between Data, Insight and Action with SRE Agent and AI-Strengthened Platform Innovations

New Relic, the Intelligent Observability company, today announced a series of innovations that operationalize AI across the enterprise, empowering teams to focus on business growth instead of ...