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langsec

★ 33 Open GitHub ↗

Security framework for LLM-generated SQL queries 🛡️

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# LangSec: A Security Framework for Text-to-SQL
A security framework for validating and securing LLM-generated SQL queries. LangSec helps prevent SQL injection, unauthorized access, and other security vulnerabilities when working with language models that generate SQL.

![Text To SQL Abuse](https://raw.githubusercontent.com/langsec-ai/langsec/main/assets/langsecgif.gif)

Demonstration of making a malicious query using [Vanna](https://github.com/vanna-ai/vanna).
LangSec helps prevent such attacks by validating generated queries against a security schema.

![LangSec](https://raw.githubusercontent.com/langsec-ai/langsec/main/assets/image.png)

## Installation

```bash
pip install langsec
```

## Documentation
For a detailed guide on how to use LangSec, please refer to the [documentation](https://docs.lang-sec.com).

## Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

## License

## Support

For issues and feature requests, please create an issue on GitHub or contact dev@lang-sec.com.

langsec

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