shurutech/mql

MQL tool is designed to generate SQL queries directly from natural language inputs.

52
/ 100
Established

Leverages OpenAI's language models with PostgreSQL and pgvector embeddings to convert natural language into executable SQL, achieving 74% perfect query execution accuracy. Provides both Docker-based and local installation options with a web dashboard interface, currently supporting PostgreSQL exclusively with plans for MySQL and direct query execution in future releases.

213 stars.

No Package No Dependents
Maintenance 10 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 16 / 25

How are scores calculated?

Stars

213

Forks

27

Language

Python

License

MIT

Category

text-to-sql-rag

Last pushed

Feb 25, 2026

Commits (30d)

0

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/rag/shurutech/mql"

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