Text2SQL: A detailed survey
Rami Zouari
ML Engineer @ ConvergenceAI
April 23, 2024
ML Engineer @ ConvergenceAI
Introduction
Welcome to Text2SQLSurvey.
This Survey was done by ConvergenceAI. This survey was part of our efforts to create ChatSQL: A powerful LLM-based Text2SQL platform, enhanced by powerful RAG and prompt engineering techniques that makes SQL data analysis as easy as asking questions in your natural language!
Text-to-SQL is a task in natural language processing (NLP) where the goal is to automatically generate SQL queries from natural language text. The task involves converting the text input into a structured representation and then using this representation to generate a semantically correct SQL query that can be executed on a database.
Table of Contents
This survey contain the following content:
Interactive Graph
Table Of Contents