text-to-sql

⚡️ 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.

agent bigquery charts sql postgresql bedrock business-intelligence openai spreadsheets vertex genbi text-to-sql rag text2sql duckdb llm anthropic sqlai text-to-chart

UpdatedDec 16, 2025
TypeScript

sqlchat /sqlchat

Star5.6k

Chat-based SQL Client and Editor for the next decade

mysql redis postgres sql mongodb clickhouse sqlite oracle snowflake openai mssql gpt sqlserver tidb cockroachdb sqlclient text-to-sql text2sql sqleditor chatgpt

UpdatedJul 12, 2025
TypeScript

dataease /SQLBot

Star4.9k

🔥 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.

text-to-sql rag nl2sql text2sql llm sqlbot deepseek chatbi

UpdatedDec 18, 2025
JavaScript

Dataherald /dataherald

Star3.6k

Interact with your SQL database, Natural Language to SQL using LLMs

sql database ai finetuning text-to-sql rag llm nl-to-sql

UpdatedJul 24, 2024
Python

eosphoros-ai /Awesome-Text2SQL

Star3.4k

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

nlp awesome ai deep-learning test survey hacktoberfest finetuning text-to-sql nl2sql text2sql datset llm hacktoberfest2024 text2dsl nl-to-sql text2api

UpdatedSep 22, 2025

eosphoros-ai /DB-GPT-Hub

Star1.9k

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

sql database gpt datasets hacktoberfest fine-tuning text-to-sql nl2sql text2sql llm

UpdatedJul 2, 2025
Python

HKUSTDial /NL2SQL_Handbook

Star1.2k

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.

nlp awesome tutorial ai survey dataset db nlp-resources text-to-sql nl2sql text2sql ai4db text-to-code llms nl-to-code nl-to-sql awesome-agents awesome-text2sql awesome-text-to-sql awesome-nl2sql

UpdatedDec 10, 2025
Python

DEEP-PolyU /Awesome-LLM-based-Text2SQL

Star972

[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.

awesome database survey natural-language-understanding text-to-sql nl2sql text2sql natual-language-processing large-language-models llms awesome-text2sql awesome-text-to-sql

UpdatedDec 8, 2025

Mindinventory /MindSQL

Star433

MindSQL: A Python Text-to-SQL RAG Library simplifying database interactions. Seamlessly integrates with PostgreSQL, MySQL, SQLite, Snowflake, and BigQuery. Powered by GPT-4 and Llama 2, it enables natural language queries. Supports ChromaDB and Faiss for context-aware responses.

chatbot gemini text-to-sql rag langchain retrival-augmented

UpdatedJul 16, 2025
Python

premAI-io /premsql

Star426

End-to-End Local-First Text-to-SQL Pipelines

opensource database llama text-to-sql rag llm

UpdatedFeb 14, 2025
Python

RUCKBReasoning /OmniSQL

Star397

[VLDB' 25] Synthesizing High-quality Text-to-SQL Data at Scale. SynSQL-2.5M is the first million-scale cross-domain text-to-SQL dataset.

datasets language-model text-to-sql

UpdatedSep 8, 2025
Python

microsoft /ContextualSP

Star385

Multiple paper open-source codes of the Microsoft Research Asia DKI group

semantic-parsing text-to-sql microsoft-research-asia compositional-generalization utterance-rewriting conversational-semantic-parsing

UpdatedNov 10, 2023
Python

HKUSTDial /awesome-data-agents

Star322

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