IEEE

XiYan-SQL: A Novel Multi-Generator Framework for Text-to-SQL

Abstract: To leverage the advantages of LLM in addressing challenges in the Text-to-SQL task, we present XiYan-SQL, an innovative framework effectively generating and utilizing multiple SQL candidates ...
IEEE

AES-SQL: Text-to-SQL Based on Adaptive Prompting and Intelligent Example Selection

Abstract: Large Language Models have greatly enhanced the Text-to-SQL task. In this paper, we propose AES-SQL, an LLM-based approach based on few-shot Learning. We adjust the structure of the adaptive ...
FOX 32

Jewish leaders want Chicago mayor to create antisemitism task force

CHICAGO - Jewish leaders are pressuring Chicago Mayor Brandon Johnson to establish an antisemitism task force, because they believe he’s not doing enough to protect the Jewish community, Fox News ...
GitHub

A powerful FastAPI-based REST API that converts natural language questions into SQL queries using OpenAI's language models and LangChain.

The API implements a sophisticated multi-stage pipeline to efficiently convert natural language questions into SQL queries. The pipeline leverages multiple caching layers and entity extraction to ...