Interact with your SQL database, Natural Language to SQL using LLMs

This is a continuously updated handbook for readers to easily track the latest Text-to-SQL techniques in the literature and provide practical guidance for researchers and practitioners.

Agentar-Scale-SQL is a novel framework that leverages scalable computation to significantly improve Text-to-SQL performance.

sqlgpt-parser is a Python implementation of an SQL parser that effectively converts SQL statements into Abstract Syntax Trees (AST). By leveraging AST tree comparisons between two SQL queries, it becomes possible to achieve robust evaluation of text-to-SQL models.

a highly customized UI for NaturalLanguage-to-SQL human evaluation

An interactive DataOps assistant using an LLM-powered agent architecture to automate data profiling, cleaning, feature engineering, and natural language-based querying & visualization.

Multilingual internship search assistant that converts natural language queries into SQL using LangChain + Groq Llama 3 and retrieves results from a local SQLite database via a Flask web UI.

QuerioLingua is a Streamlit web application that allows you to generate SQL queries for your datasets using natural language prompts & text-davinci-003 as a base mode

Generate Natural Language to SQL with RAG