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

https://t.me/CodeProgrammer 🌟

This channels is for Programmers, Coders, Software Engineers.

0️⃣ Python
1️⃣ Data Science
2️⃣ Machine Learning
3️⃣ Data Visualization
4️⃣ Artificial Intelligence
5️⃣ Data Analysis
6️⃣ Statistics
7️⃣ Deep Learning
8️⃣ programming Languages

✅ https://t.me/addlist/8_rRW2scgfRhOTc0

✅ https://t.me/Codeprogrammer

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

👉 @codeprogrammer

An AI tool has been released that allows you to interact with databases in plain language

→ Upload the URL of your database
→ Ask any question
→ Get an SQL query, results, and explanations

GitHub: https://github.com/Arindam200/awesome-ai-apps/tree/main/simple_ai_agents/talk_to_db

https://t.me/CodeProgrammer 🌟