Top 3 Python text-to-sql Projects

DB-GPT-Hub

1 1,023 9.4 Python

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

Project mention: Show HN: Improve Text-to-SQL Accuracy with LLM | news.ycombinator.com | 2023-07-10

zillion

11 154 7.2 Python

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

Project mention: Let's Talk about Joins | news.ycombinator.com | 2024-01-20

I've also been frustrated when testing out tools that kinda keep you locked into one predetermined view, table, or set of tables at a time. I made a semantic data modeling library that puts together queries (and of course joins) for you as it uses a drill-across querying technique, and can also join data across different data sources in a secondary execution layer.
https://github.com/totalhack/zillion
Disclaimer: this project is currently a one man show, though I use it in production at my own company.

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nl2query

2 42 6.7 Python

A framework for converting natural language text inputs to corresponding Pandas, MongoDB, Kusto and Neo4j (Cypher) queries.

Project mention: Natural Language to Query Generation | news.ycombinator.com | 2023-08-17

Introducing my personal project - "nl2query". It helps Convert natural language text inputs into Pandas, MongoDB, Kusto, and Neo4j queries effortlessly. Explore the code on GitHub: https://github.com/Chirayu-Tripathi/nl2query.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).