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arXiv2d ago
4.6

FD-NL2SQL: Feedback-Driven Clinical NL2SQL that Improves with Use

Suparno Roy Chowdhury, Tejas Anvekar, Manan Roy Choudhury, Muhammad Ali Khan, Kaneez Zahra Rubab Khakwani, Mohamad Bassam Sonbol, Irbaz Bin Riaz, Vivek Gupta

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Analysis

Viral velocity
low
Implementation gapYES
Novelty6/10
Categorytool
Topics
ragcode-generation

Opportunity Brief

Build a domain-specific NL2SQL agent optimized for clinical data that learns from user feedback cycles. This focuses on accuracy and privacy in highly specialized database domains.

Suggested repo: med-sql

"Turn your clinic's database into a conversational medical knowledge base."

Estimated effort: 40h