Satissss/Squrve

Squrve is a lightweight yet powerful framework for translating natural language into SQL over complex databases.

50
/ 100
Established

This is a framework designed for researchers and students studying Text-to-SQL systems. It helps you quickly set up experiments, reproduce existing methods, and evaluate new approaches for converting natural language questions into SQL queries. You provide natural language questions and database schemas, and it outputs executable SQL, along with detailed performance metrics. It's built for those exploring how to make databases understandable through everyday language.

Use this if you are a researcher or student in the field of Natural Language Processing or databases, specifically focused on developing, testing, or benchmarking Text-to-SQL models.

Not ideal if you are an end-user simply looking to query a database with natural language without wanting to build or evaluate new Text-to-SQL models.

Natural Language Processing Text-to-SQL Database Querying AI Research Benchmarking
No Package No Dependents
Maintenance 10 / 25
Adoption 8 / 25
Maturity 15 / 25
Community 17 / 25

How are scores calculated?

Stars

45

Forks

10

Language

Python

License

MIT

Category

text-to-sql-rag

Last pushed

Feb 23, 2026

Commits (30d)

0

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/rag/Satissss/Squrve"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.