This project is a Natural Language to SQL (NL2SQL) gateway based on the Model Context Protocol (MCP). It allows users to query a database using natural language, which is then converted to SQL by a ...

The complexity of medical databases like MIMIC-IV often prevents clinicians and researchers from fully utilizing valuable healthcare data. By enabling natural language queries over structured clinical ...

Abstract: When applying the popular deep learning based NL2SQL models directly in a specific scenario, problems arise due to the characteristics rooted in background knowledge. In our case, the ...

Abstract: So far, natural language to structured query language (NL2SQL) conversion has become a critical technology for database access and intelligent question answering. Unstructured databases have ...

The year 2024 marks a seismic shift in data interaction with the maturation of Natural Language to SQL (NL2SQL) technology. This innovation stands as a cornerstone in AI, poised to redefine how ...