Research#llm🔬 ResearchAnalyzed: Jan 4, 2026 10:02

Multi-agent Text2SQL Framework with Small Language Models and Execution Feedback

Published:Dec 21, 2025 06:43
1 min read
ArXiv

Analysis

This article describes a research paper on a Text-to-SQL framework. The use of multi-agent systems and execution feedback with small language models suggests an approach focused on efficiency and potentially improved accuracy. The source being ArXiv indicates this is a preliminary research finding.

Reference

The article likely details the architecture of the multi-agent system, the specific small language models used, and the feedback mechanisms employed. It would also likely include experimental results and comparisons to existing Text-to-SQL methods.