Introducing Vanna: An Open-Source Text-to-SQL Tool | Daily Dose of Data Science posted on the topic | LinkedIn
Finally! A Text-to-SQL tool that actually works!

(100% open-source, 20k+ stars)

Vanna is an open-source RAG framework for complex Text-to-SQL generation, designed for handling dynamic datasets.

Works in 2 easy steps:

1️⃣ Train a RAG “model” on your data.
2️⃣ Ask questions in natural language which will return SQL queries that can be set up to automatically run on your database.

Key features:

🎯 High accuracy on complex datasets
🤖 Self-learning: improves with each query
🔒 Secure: data never leaves your environment
🌐 Connect to any SQL DB (Snowflake, Redshift, etc.)
🧩 Multiple front-end integrations (Jupyter, Slack, etc.)

Vanna GitHub: https://github.com/vanna-ai/vanna

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Found a top open-source tool

It turns any JSON or YAML into an interactive mind-map.

Convenient for analyzing complex structures, you can immediately see connections and nesting.

The perfect tool to avoid getting lost in the "forest of brackets" and to understand data faster. A must-have for developers 😧

confmap.com

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