evaluating-with-promptfoo

What problem does it solve?

This Skill streamlines LLM evaluation and red-teaming processes using promptfoo, a comprehensive toolkit for automated testing and adversarial assessments.

Core Features & Use Cases

• Automated Testing: Define test cases with YAML configurations, execute evaluations, and generate detailed reports.
• Red-Teaming: Simulate adversarial attacks on LLMs to identify vulnerabilities and weaknesses.
• Use Case: For security teams, this Skill can be used to test LLMs for potential vulnerabilities, ensuring they comply with safety standards and policies.

Quick Start

Run the 'evaluating-with-promptfoo' skill with the provided YAML configuration file to evaluate the LLM's performance against a set of predefined test cases.