antgroup/Agentar-Scale-SQL
Agentar-Scale-SQL is a Text-to-SQL framework using orchestrated test-time scaling with LLMs to convert natural language queries into SQL.
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This framework implements an Orchestrated Test-Time Scaling strategy that combines multiple perspectives to improve Text-to-SQL performance on challenging benchmarks like BIRD. It leverages scalable computation and LLMs to bridge the gap between state-of-the-art models and human expert performance in database querying, achieving 81.67% execution accuracy on the BIRD leaderboard.
Frequently asked
- What is antgroup/Agentar-Scale-SQL?
- Agentar-Scale-SQL is a Text-to-SQL framework using orchestrated test-time scaling with LLMs to convert natural language queries into SQL.
- Is Agentar-Scale-SQL open source?
- Yes — antgroup/Agentar-Scale-SQL is open source, released under the Apache-2.0 license.
- What language is Agentar-Scale-SQL written in?
- antgroup/Agentar-Scale-SQL is primarily written in Python.
- How popular is Agentar-Scale-SQL?
- antgroup/Agentar-Scale-SQL has 428 stars on GitHub.
- Where can I find Agentar-Scale-SQL?
- antgroup/Agentar-Scale-SQL is on GitHub at https://github.com/antgroup/Agentar-Scale-SQL.