🔥 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.

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.

Aser is a lightweight, self-assembling AI Agent frame.

Deploy an AI Analyst in less than 2 mins — connect any LLM to any data source with centralized context management, observability, and control. Text-to-SQL, Text-to-Python, Text-to-Dashboard

基于python和llm大模型开发的数据处理和任务调度系统。 支持数据源管理，数据模型管理，数据集成，数据查询API接口，低代码自定义数据处理任务模版，单任务及dag任务工作流调度等功能。集成了llm模块实现rag知识库问答，链接各数据源数据进行数据对话问答，交互式数据分析功能。

An open-source Text2SQL tool that transforms natural language into SQL using graph-powered schema understanding. Ask your database questions in plain English, QueryWeaver handles the weaving.

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

A solution guidance for Generative BI using Amazon Bedrock, Amazon OpenSearch with RAG

RSL-SQL: Robust Schema Linking in Text-to-SQL Generation

🔥[VLDB'24] Official repository for the paper “The Dawn of Natural Language to SQL: Are We Fully Ready?”

OpenChatBI is an intelligent chat-based BI tool powered by large language models, designed to help users query, analyze, and visualize data through natural language conversations. It uses LangGraph and LangChain to build chat agent and workflows that support natural language to SQL conversion and data analysis.

GAP-text2SQL: Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training

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

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

Fine-Tuning Dataset Auto-Generation for Graph Query Languages.

Convert natural language query to appropriate SQL, make ERPs cool again.

🌶️ R²SQL: "Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing." (AAAI 2021)

Text2SQL Engine with advanced RAG

any4any是一个企业级多模态AI平台，提供完整的智能交互解决方案。集成了大语言模型对话、数字人系统、智能SQL查询、语音处理、知识库系统等核心功能，支持OpenAI兼容API接口，可无缝集成到各类AI应用中。