🔥 基于大模型和 RAG 的智能问数系统，对话式数据分析神器。Text-to-SQL Generation via LLMs using RAG.

• UpdatedDec 17, 2025
• Python

Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.

• UpdatedSep 22, 2025

A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in Text-to-SQL

• UpdatedJul 2, 2025
• Python

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.

• UpdatedDec 10, 2025
• Python

[TKDE2025] Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL | A curated list of resources (surveys, papers, benchmarks, and opensource projects) on large language model-based text-to-SQL.

• UpdatedDec 8, 2025

追一科技首届中文NL2SQL挑战赛决赛第3名方案+代码

• UpdatedNov 22, 2024
• Jupyter Notebook

A relation-aware semantic parsing model from English to SQL

• UpdatedAug 22, 2023
• Python

Continuously updated paper list on advancements in Data Agents. Companion repo to our paper "A Survey of Data Agents: Emerging Paradigm or Overstated Hype?"

• UpdatedDec 16, 2025
• Python

AI Tool for querying natural language on tabular data.

• UpdatedNov 29, 2023
• Python

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

• UpdatedDec 16, 2025
• Python

Asking yours data in a natural language way through pre-modeling (data models and semantic models).

• UpdatedDec 4, 2025
• Java

阿里天池首届中文NL2SQL挑战赛top6

• UpdatedSep 9, 2019
• Python

The Resources for "Natural Language to Logical Form" ; "自然语言转逻辑形式"研究资料收集。

• UpdatedMay 2, 2022

The Open Data QnA python library enables you to chat with your databases by leveraging LLM Agents on Google Cloud. Open Data QnA enables a conversational approach to interacting with your data by implementing state-of-the-art NL2SQL / Text2SQL methods.

• UpdatedNov 27, 2025
• Dart

Content Enhanced BERT-based Text-to-SQL Generationhttps://arxiv.org/abs/1910.07179

• UpdatedOct 17, 2024
• Python

Code for PointerSQL, PT-MAML, Execution-guided Decoding papers

• UpdatedNov 28, 2022
• Python

This repository is intended for those looking to dive deep on advanced Text-to-SQL concepts.

• UpdatedFeb 24, 2025
• Jupyter Notebook

CRM Data Q&A Agent - Advanced RAG with NL2SQL over Salesforce Data

• UpdatedJun 20, 2025
• Python

[NeurIPS'25] Official Repository for the Paper "SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning"

• UpdatedNov 20, 2025
• Python

This repo accelerates development of RAG applications with rich data sources including SQL Warehouses and documents analysed with Azure Document Intelligence

• UpdatedDec 16, 2025
• Python