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 ...
IEEE

To RAG or Not to RAG, That Is the Question: Effective Text-to-SQL Generation Under Ambiguity

Abstract: Natural language interfaces to databases promise to democratize data access, yet current Text-to-SQL systems fail to address a fundamental challenge: user questions are often ambiguous.
Reuters

Google revamps app store billing, fee structure, brings back Fortnite worldwide

March 4 (Reuters) - Google said it would expand billing options and cut developer fees on Android, in a major policy overhaul that helped resolve its long-running dispute with Epic Games and bring ...
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 ...