Abstract: Large Language Models (LLMs) are known for their ability to understand and respond to human instructions/prompts. As such, LLMs can be used to produce natural language interfaces for ...

In this tutorial, we show how we treat prompts as first-class, versioned artifacts and apply rigorous regression testing to large language model behavior using MLflow. We design an evaluation pipeline ...

A fully featured command line tool for post-exploitation operations on Microsoft SQL Server instances. Provides RCE (Remote Code Execution), privilege escalation, persistence, evasion, and cleanup ...

Abstract: Querying relational databases through natural language remains a difficult task, especially for users without knowledge of SQL. Existing Text-to-SQL approaches often face issues of semantic ...

The CLI's custom provider configuration flow only prompts for custom headers when creating OpenAI compatible providers, even though the backend supports custom headers for all three provider types ...