Secure & Reliable LLMs with promptfoo

In the rapidly evolving landscape of Large Language Models (LLMs), ensuring the security and reliability of your AI applications is paramount. Enter promptfoo, an open-source LLM testing tool designed to help developers like you test, secure, and optimize your AI applications.

Key Features

• Comprehensive Security Coverage: promptfoo offers custom probes that identify specific failures you care about, not just generic issues. This ensures a thorough security audit of your LLM app.
• Continuous Monitoring: With features like automated red teaming, promptfoo continuously monitors your app for vulnerabilities, including PII leaks, insecure tool use, and cross-session data leaks.
• Developer-Friendly: Built with developers in mind, promptfoo provides a command-line interface, live reloads, and caching, ensuring a smooth and efficient testing process.

Use Cases

• Pre-deployment Security Scans: Before launching your LLM app, run a comprehensive security scan using promptfoo to identify and mitigate potential risks.
• Continuous Vulnerability Detection: Keep your app secure post-deployment with promptfoo's continuous monitoring and automated red teaming features.
• Custom Probes: Tailor your security scans to your app's specific needs with promptfoo's custom probes, ensuring that you catch the failures that matter most.

Why Choose promptfoo?

• Battle-Tested and Reliable: Used by teams serving millions of users, promptfoo is a trusted tool in the AI development community.
• 100% Open-Source: With an active open-source community backing it, promptfoo is constantly evolving and improving.
• Actionable Results: promptfoo provides detailed, actionable results, making it easier to understand and address vulnerabilities in your LLM app.

Getting Started

To get started with promptfoo, simply install it via npm and begin configuring your tests. With its simple declarative config, you can quickly set up test cases tailored to your app's use case.

Whether you're securing a budget travel agent or optimizing a complex AI system, promptfoo is your go-to tool for ensuring the reliability and security of your LLM applications.

Conclusion

In a world where AI applications are becoming increasingly complex, tools like promptfoo are essential for maintaining security and reliability. By leveraging promptfoo's powerful features, you can confidently develop and deploy LLM apps that meet the highest standards of security and performance.