CIO

Cdata powers AI agents with secure access to enterprise data

AI agents promise to transform business workflows, but their effectiveness depends on secure, reliable access to enterprise ...

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

Structured KV Cache Selection with RoPE Correction for Efficient Multi-Query Large Table Question Answering

Abstract: The application of Large Language Models to complex reasoning tasks over large-scale, structured data, such as enterprise tables, is becoming increasingly prevalent. However, this ...
IEEE

Metasql: A Generate-Then-Rank Framework for Natural Language to SQL Translation

Abstract: The Natural Language Interface to Databases (NLIDB) empowers non-technical users with database access through intuitive natural language (NL) interactions. Advanced approaches, utilizing ...