OmniSQL is an open source project developed by the RUCKBReasoning team and hosted on GitHub. It is a modeling system dedicated to transforming natural language into high-quality SQL queries.
Its core functions include.
- Translate natural language user input questions into accurate SQL query statements
- Supports advanced SQL generation from simple single-table queries to complex multi-table joins
- Provides dataset generation capabilities, including the largest cross-domain synthetic text-to-SQL dataset, SynSQL-2.5M.
- Provides 3 sizes of models: 7B, 14B and 32B to suit different needs.
The project aims to help users more easily interact with the database , especially suitable for data analysis , database management and modeling research and other application scenarios.OmniSQL using Apache 2.0 open source protocol , users can download and use for free , and participate in the project to improve .
This answer comes from the articleOmniSQL: A Model for Transforming Natural Language into High-Quality SQL QueriesThe
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