text2sql

There are 46 repositories under text2sql topic.

  • infiniflow/ragflow

    RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

    Language:Python28.3k1542.1k2.7k

  • 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:Java18.3k1291.1k2k
  • sqlchat

    sqlchat/sqlchat

    Chat-based SQL Client and Editor for the next decade

    Language:TypeScript4.8k3071417
  • WrenAI

    Canner/WrenAI

    🤖 Open-source AI Agent that empowers data-driven teams to chat with their data to generate Text-to-SQL, charts, spreadsheets, reports, and BI. 📈📊📋🧑‍💻

    Language:TypeScript4.3k39187358

  • eosphoros-ai/Awesome-Text2SQL

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

    2.1k235156
  • 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:TypeScript1.9k20320342

  • 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:Python1.6k20158197

  • HKUSTDial/NL2SQL_Handbook

    This is a continuously updated handbook for readers to easily track the latest NL2SQL (Text-to-SQL) techniques in the literature and provide practical guidance for researchers and practitioners. If we missed any interesting work, feel free to contact us.

    Language:Python3199118

  • 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。

    21118031

  • guotong1988/NL2SQL-RULE

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

    Language:Python19073049

  • 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:Python1416929

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

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

    Language:Python13161141

  • awslabs/gap-text2sql

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

    Language:Python10153324

  • hirupert/sede

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

    Language:Jupyter Notebook1004416

  • 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 基于 Dify 、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:Vue906519

  • sz128/Natural-language-understanding-papers

    NLU: domain-intent-slot; text2SQL

    7511010

  • yashbonde/text2sql

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

    Language:Python744118

  • huybery/r2sql

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

    Language:Python625311

  • Laqcce-cao/RSL-SQL

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

    Language:Python56184

  • 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:Python43422

  • 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:Java423117

  • 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:Python4255010

  • ibm-ecosystem-engineering/QueryCraft

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

    Language:Python33609

  • 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:Python32214

  • IndieYe/sqlwise

    Generate precise SQL queries through simple natural language descriptions.

    Language:TypeScript261

  • TuGraph-family/Awesome-Text2GQL

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

    Language:Python20387

  • aws-samples/query-databases-with-natural-language

    This project uses the open-source model Mixtral 8x7B Instruct, deployed in Amazon SageMaker or invoked via API on Amazon Bedrock, to enable users to chat with their database using natural language, without writing any code or SQL query.

    Language:Jupyter Notebook18302

  • guotong1988/table2answer

    Table2answer: Read the database and answer without SQL https://arxiv.org/abs/1902.04260

    Language:Python15307

  • guotong1988/weak-supervised-Rule-Text2SQL

    Using Database Rule for Weak Supervised Text-to-SQL Generation https://arxiv.org/abs/1907.00620

    Language:Python12223

  • weet-ai/text2sql-workshop

    A basic Text2SQL App, powered by Langchain and OpenAI.

    Language:Jupyter Notebook9202

  • TristanLecourtois/NL2SQL

    Text2SQL project comparing different LLM models

    Language:Jupyter Notebook8102

  • raffle-interns/SyntaxSQLNet

    Python 3 reimplementation of SyntaxSQLNet, including several improvements

    Language:Python5312

  • gongwork/data-copilot

    AI Data Assistant empowers data professionals by speaking both human language and machine langauges (SQL/Python)

    Language:Python4201

  • hrshtv/CTreeOT

    [ICML 2023] Official code for our paper: 'Conditional Tree Matching for Inference-Time Adaptation of Tree Prediction Models'

    Language:Python4210

  • HarryVolek/aisql

    Use GPT to generate SQL

    Language:Go3321

  • kj3moraes/premstats

    A natural language querying system for Premier League stats

    Language:Python21210