Developer Tools●●Solid
Creating SQL queries with decision trees
Decision trees to SQL is a clever alternative to LLM prompt engineering.
Big BrainNiche Gem
renchuw
3111d ago
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GitHub Repository
Create SQL that match your selection (with explainable AI), not the other way around
15 starsPython
Create SQL from taking apart decision trees
by renchuw·Jun 4, 2026·2 points·0 comments
AI Analysis
●●SolidBig BrainWizardry
Generates SQL by fitting decision trees to your CSV selections—clever inversion.
Strengths
- •Novel approach using scikit-learn decision trees to reverse-engineer SQL logic
- •Sympy logic simplification produces readable, optimized WHERE clauses
Weaknesses
- •Text-to-SQL is crowded category with established AI solutions
- •Overfitting approach may not generalize well to complex queries
Category
Target Audience
Data analysts who want SQL generated from example selections
Similar To
Text-to-SQL tools · Vanna AI · SQL AI assistants
Post Description
I recently created a tool that creates SQL matching your cell selection, by breaking down decision trees and optimize the decision paths.
Love to hear your thoughts!
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