text-to-sql

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

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UpdatedMar 14, 2025
TypeScript

sqlchat /sqlchat

Star5k

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

UpdatedJan 9, 2025
TypeScript

Dataherald /dataherald

Star3.4k

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

Star2.4k

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

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UpdatedFeb 19, 2025

eosphoros-ai /DB-GPT-Hub

Star1.7k

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

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UpdatedFeb 19, 2025
Python

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.

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UpdatedMar 10, 2025
Python

microsoft /ContextualSP

Star378

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

Mindinventory /MindSQL

Star323

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.

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UpdatedOct 18, 2024
Python

premAI-io /premsql

Star308

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

opensource database llama text-to-sql rag llm

UpdatedFeb 14, 2025
Python

salesforce /TabularSemanticParsing

Star222

Translating natural language questions to a structured query language

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UpdatedJun 12, 2023
Jupyter Notebook

totalhack /zillion

Sponsor

Star191

Make sense of it all. Semantic data modeling and analytics with a sprinkle of AI.https://totalhack.github.io/zillion/

python sql ai analytics reporting openai datasources query-builder warehouse data-analysis data-warehousing text-to-sql semantic-layer semantic-data-model

UpdatedFeb 13, 2024
Python

deepsense-ai /db-ally

Star149

Efficient, consistent and secure library for querying structured data with natural language

nlp sql database natural-language-interface text-to-sql nlidb llm database-agent

UpdatedOct 1, 2024
Python

X-LANCE /text2sql-lgesql

Star147

[ACL 2021] This is the project containing source codes and pre-trained models about ACL2021 Long Paper ``LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations".

database semantic-parsing natural-language-interface structured-prediction text-to-sql heterogeneous-graph-neural-network