nl-to-sql | Topic | Ecosyste.ms: Repos

Topic: "nl-to-sql"

Dataherald/dataherald

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

Language: Python - Size: 4.34 MB - Last synced at: about 15 hours ago - Pushed at: 10 months ago - Stars: 3,494 - Forks: 254

eosphoros-ai/Awesome-Text2SQL

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

Size: 299 KB - Last synced at: 2 days ago - Pushed at: about 2 months ago - Stars: 2,712 - Forks: 189

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: Python - Size: 41 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 595 - Forks: 40

eosphoros-ai/sqlgpt-parser

sqlgpt-parser is a Python implementation of an SQL parser that effectively converts SQL statements into Abstract Syntax Trees (AST). By leveraging AST tree comparisons between two SQL queries, it becomes possible to achieve robust evaluation of text-to-SQL models.

Language: Python - Size: 11.7 MB - Last synced at: 24 days ago - Pushed at: about 1 month ago - Stars: 29 - Forks: 11

chin1232/Text2SQL

Natural language interface for querying clinical data. This project uses Retrieval-Augmented Generation (RAG) with GPT-3.5 to translate user questions into SQL over a subset of the MIMIC-III dataset, enabling clinicians and researchers to extract insights without SQL knowledge.

Language: Python - Size: 20.5 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0