Satissss/Squrve

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

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/ 100
Established

Squrve abstracts Text-to-SQL into seven composable "Actor" components (Reduce, Parse, Generate, Decompose, Scale, Optimize, Select) that can be mixed for complex query scenarios, with unified Execution Accuracy metrics and automatic Chain-of-Thought construction. It supports multiple LLM APIs (Qwen, Deepseek, OpenAI, Zhipu, Gemini) and benchmarks (Spider, BIRD, Spider2, AmbiDB) across SQLite, BigQuery, and Snowflake databases, enabling reproducible baseline comparisons without code modifications.

No Package No Dependents
Maintenance 10 / 25
Adoption 8 / 25
Maturity 15 / 25
Community 17 / 25

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Stars

45

Forks

10

Language

Python

License

MIT

Category

text-to-sql-rag

Last pushed

Feb 23, 2026

Commits (30d)

0

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