NL2SQL solution
NL2SQL products provide a more convenient and efficient query interface for data warehouses and data lakes. Converting natural language into SQL query statements can help enterprises easily extract the required information from massive data, lower the threshold for users to interact with the underlying big data engine, and provide important support for enterprise decision-making
Based on the self-developed large language model, it can be deployed privately
The alignment training of large language models in the SQL field is carried out, and the accuracy of the model is improved by combining Schema Linking and constrained decoding algorithms
On the authoritative datasets "Thousand Words-Semantic Analysis" and "CSpider", the NL2SQL technology has achieved excellent results, which proves the reliability and effectiveness of the technology