text2sql

There are 97 repositories under text2sql topic.

  • CodePhiliaX/Chat2DB

    🔥🔥🔥AI-driven database tool and SQL client, The hottest GUI client, supporting MySQL, Oracle, PostgreSQL, DB2, SQL Server, DB2, SQLite, H2, ClickHouse, and more.

    Language:Java24.6k14902.7k
  • WrenAI

    Canner/WrenAI

    ⚡️ GenBI (Generative BI) queries any database in natural language, generates accurate SQL (Text-to-SQL), charts (Text-to-Chart), and AI-powered business intelligence in seconds.

    Language:TypeScript12.9k764761.3k
  • sqlchat

    sqlchat/sqlchat

    Chat-based SQL Client and Editor for the next decade

    Language:TypeScript5.5k3379478

  • dataease/SQLBot

    🔥 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.

    Language:Python4.4k40185440

  • eosphoros-ai/Awesome-Text2SQL

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

    3.3k306225
  • ossinsight

    pingcap/ossinsight

    Analysis, Comparison, Trends, Rankings of Open Source Software, you can also get insight from more than 7 billion with natural language (powered by OpenAI). Follow us on Twitter: https://twitter.com/ossinsight

    Language:TypeScript2.2k18338386

  • eosphoros-ai/DB-GPT-Hub

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

    Language:Python1.9k24170240

  • apconw/sanic-web

    一个轻量级、支持全链路且易于二次开发的大模型应用项目(Large Model Data Assistant) 支持DeepSeek/Qwen3等大模型 基于 Dify 、LangChain/LangGraph、Ollama&Vllm、Sanic 和 Text2SQL 📊 等技术构建的一站式大模型应用开发项目，采用 Vue3、TypeScript 和 Vite 5 打造现代UI。它支持通过 ECharts 📈 实现基于大模型的数据图形化问答，具备处理 CSV 文件 📂 表格问答的能力。同时，能方便对接第三方开源 RAG 系统 检索系统 🌐等，以支持广泛的通用知识问答。

    Language:JavaScript1.5k1748271

  • HKUSTDial/NL2SQL_Handbook

    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.

    Language:Python1.1k24170

  • DEEP-PolyU/Awesome-LLM-based-Text2SQL

    [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.

    59944056

  • bagofwords1/bagofwords

    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

    Language:Python27636

  • xuwei95/ezdata

    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。

    Language:Python25381753
  • QueryWeaver

    FalkorDB/QueryWeaver

    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.

    Language:Python23925

  • BaeSeulki/NL2LF

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

    21417031

  • guotong1988/NL2SQL-RULE

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

    Language:Python19363051

  • aws-samples/generative-bi-using-rag

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

    Language:Python16651250

  • AIDotNet/Text2Sql.Net

    Text2Sql.Net 是一个使用DotNet和Semantic Kernel开发的Text2Sql工具

    Language:C#1521220

  • HKUSTDial/NL2SQL360

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

    Language:Python1391817

  • Laqcce-cao/RSL-SQL

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

    Language:Python13911613

  • awslabs/gap-text2sql

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

    Language:Python10743324

  • DataArcTech/SQL-R1

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

    Language:Python10612412

  • hirupert/sede

    Text-to-SQL in the Wild: A Naturally-Occurring Dataset Based on Stack Exchange Data

    Language:Jupyter Notebook1034416

  • microsoft/dstoolkit-text2sql-and-imageprocessing

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

    Language:Python9055318

  • TuGraph-family/Awesome-Text2GQL

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

    Language:Python813815

  • sz128/Natural-language-understanding-papers

    NLU: domain-intent-slot; text2SQL

    7410010

  • yashbonde/text2sql

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

    Language:Python733118

  • huybery/r2sql

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

    Language:Python614310

  • wangle201210/text2sql

    将自然语言转换为对应的SQL查询语句

    Language:Go49105

  • datrics-ai/text2sql

    Text2SQL Engine with advanced RAG

    Language:Python48447

  • databrainhq/dataneuron

    Data Neuron is a powerful framework that enables you to build text-to-SQL applications with an easily maintainable semantic layer. Whether you're creating customer-facing chatbots, internal Slack bots for analytics, or other data-driven applications, Data Neuron provides the tools to make your data accessible through natural language

    Language:Python45423

  • ibm-self-serve-assets/QueryCraft

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

    Language:Python4511

  • cami-la/mentoria_desmitificando_SQL_NoSQL_com_ChatGPT_Santander

    Repositório referente a mentoria Desmestificando Banco de Dados SQL e NoSQL com ChatGT. Mentoria para os alunos participantes dos Bootcamps oferecido pela DIO em parceria com o Santander.

    Language:Java423118

  • FocusSearch/focus_mcp_sql

    A NL2SQL plugin based on FocusSearch keyword parsing, offering greater accuracy, higher speed, and more reliability!

    Language:Java34214

  • Incerto-Technologies/Incerto

    Agentic AI Co-Pilot For Databases

    33

  • IndieYe/sqlwise

    Generate precise SQL queries through simple natural language descriptions.

    Language:TypeScript33213

  • yszh8/TriageSQL

    The dataset and source code for our paper: "Did You Ask a Good Question? A Cross-Domain Question IntentionClassification Benchmark for Text-to-SQL"

    Language:Python32114