SPA
(Selective Prompt Anchoring)

  • Plug-and-Play Attention Steering for LLMs
  • Model-Agnostic & Training-Free
  • Mathetically Proven
Demo

SQLucid

  • Step-by-Step NL Explanation of SQL
  • Editable Explanation Feedback
  • Visualization Correspondence between Explanations and Database Content
  • Intermediate Execution Results
Demo

SQLsynth

  • Database Schema Editor
  • Synthetic Text-to-SQL Data Generator
  • Interactive Text-to-SQL Data Annotation Tool
Demo

ISEE

  • Interactive Semantic Enrichment
  • Downstream-aware Richness Scoring
  • Clarification Question Generator
  • Query Population and Verification
Demo