Satissss/LinkAlign

[EMNLP 2025 Main] LinkAlign: Scalable Schema Linking for Real-World Large-Scale Multi-Database Text-to-SQL

41
/ 100
Emerging

This tool helps data analysts and business intelligence specialists who need to quickly get answers from multiple complex databases using natural language. It takes your questions in plain English and automatically figures out which databases, tables, and columns are relevant, then translates your request into an accurate SQL query. This is ideal for anyone who works with vast amounts of data spread across many different database schemas.

No commits in the last 6 months.

Use this if you need to query across many large and complex databases using natural language, but find existing Text-to-SQL tools struggle to accurately identify the right data sources and schema elements.

Not ideal if you primarily work with single, small, or well-defined databases, or if you prefer writing SQL queries manually.

data-querying business-intelligence database-management natural-language-processing schema-discovery
Stale 6m No Package No Dependents
Maintenance 2 / 25
Adoption 8 / 25
Maturity 16 / 25
Community 15 / 25

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Stars

64

Forks

10

Language

Python

License

MIT

Last pushed

Jun 18, 2025

Commits (30d)

0

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