Back to feed
Dev.to
Dev.to
7/10/2026
From Natural Language to SQL with AI: Building an Intelligent SQL Query Generator Using Hugging Face and Streamlit

From Natural Language to SQL with AI: Building an Intelligent SQL Query Generator Using Hugging Face and Streamlit

Short summary

A tutorial on building a Text-to-SQL application using Hugging Face's T5 model and Streamlit, enabling users to query databases via natural language. It covers architecture, code snippets, real-world use cases, and security best practices like read-only permissions and SQL validation. The article also references open-source projects like Vanna and LangChain for production-ready approaches.

  • •Build a Text-to-SQL app with Hugging Face T5 and Streamlit
  • •Covers architecture, code examples, and security best practices
  • •References open-source alternatives like Vanna and LangChain

Generated with AI, which can make mistakes.

#ai-tools#open-source
Read full article at Dev.to

Is this a good recommendation for you?

Comments

Failed to load comments. Please try again.

Explore more

The original title is "SQL AI Database Solutions: Talking to Databases with Artificial Intelligence"
Dev.to
Build a Natural Language to SQL API in Python
Dev.to
From Prompt to Database: Building Secure Text-to-SQL Solutions with AST and Hugging Face
Dev.to
AI Agents That Speak SQL: Text-to-SQL with Hugging Face smolagents
Dev.to