IEEE

SageCopilot: an LLM-empowered Autonomous Agent for Data Science as a Service

Abstract: While the field of natural language to SQL(NL2SQL) has made significant advancements in translating natural language instructions into executable SQL scripts for data querying and processing ...
IEEE

NL2SQL method based on Thesaurus and Knowledge-Augmented

Abstract: To address the issue of matching inconsistencies between natural language queries and database column names caused by multi-word synonyms, this paper introduces a thesaurus and a ...
GitHub

GitHub - jvrlyf/NL2SQL-Adv-Multi_agent-with-MCP-: This project is a Natural Language to SQL (NL2SQL) agentic pipeline that converts a user's plain English (or Hinglish) queries ...

GitHub - jvrlyf/NL2SQL-Adv-Multi_agent-with-MCP-: This project is a Natural Language to SQL (NL2SQL) agentic pipeline that converts a user's plain English (or Hinglish) queries into database SQL ...
GitHub

README.md

A self-contained demo that translates natural language into SQL queries using a rule-based engine, with a Streamlit UI and optional golden-SQL evaluation. Status: Demo / educational project – not for ...