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

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.

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

A relation-aware semantic parsing model from English to SQL

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

AI Tool for querying natural language on tabular data.

NL2SQL - Ask questions in plain English, get SQL queries and results. Powered by LangGraph.

阿里天池首届中文NL2SQL挑战赛top6

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

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

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

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

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

GenAI/RAG Optimizer and Toolkit for experimentation using Oracle Database AI Vector Search and NL2SQL

Code and trained model for Hybrid ranking network for text-to-SQL on WikiSQL

ChatBI OEE 设备综合效率 传统仪表盘 + AI 对话分析

The Most Powerful Open-Source Autonomous SQL Agents - RAG, NL2SQL

The easiest and most comprehensive framework for building enterprise-grade NL2SQL solutions at scale.

EvalBench is a flexible framework designed to measure the quality of generative AI (GenAI) workflows around database specific tasks.

📊 电商数仓智能问数 AI Agent，最适合用于系统学习 LangGraph 的实战项目：基于 LangGraph、FastAPI、Qdrant、Elasticsearch、MySQL 与 React，完整实现元数据知识库、混合检索、自然语言生成 NL2SQL 生成校验、SQL 执行与流式查询展示。前后端完整代码全栈可跑，Docker 环境一键部署，配套 ai-agents-from-zero 免费教程与章节代码分支。适合系统学习大模型应用、数据分析 Agent 和企业级 AI 工程落地。