promptfoo

promptfoo provides AI red-teaming tools to detect and fix vulnerabilities in LLM applications.
August 13, 2024
Web App, Other
promptfoo Website

About promptfoo

promptfoo is designed to help developers secure their AI applications through robust LLM evaluations and automated red-teaming. Its innovative custom scanning technology identifies and fixes vulnerabilities while ensuring high output quality. By using promptfoo, users can confidently enhance AI safety and performance.

promptfoo offers a free open-source tool with options for enterprise support. Each plan brings value, from basic scanning features to comprehensive security monitoring and support. Upgrading provides enhanced capabilities and specialized probes, ensuring users effectively manage security for their AI applications.

The user interface of promptfoo is intuitively designed for seamless navigation. Its layout enhances user experience with easy access to features like custom scans and evaluations. The platform focuses on functionality, making it user-friendly while providing powerful tools for AI security and compliance.

How promptfoo works

Users interact with promptfoo by first initializing their scanning setup using a command-line interface. After onboarding, they can run custom scans tailored to their applications, identifying security risks and vulnerabilities. The platform dynamically adapts its probes, ensuring comprehensive assessments and a straightforward experience for developers focused on AI security.

Key Features for promptfoo

Dynamic Probes

The dynamic probes feature in promptfoo uniquely adapts to application needs, detecting vulnerabilities like PII leaks and prompt injections. This innovative functionality offers developers a precise assessment of their AI systems, ensuring robust security against emerging threats and enhancing reliability.

Automated Red-Teaming

promptfoo's automated red-teaming feature streamlines security assessments by simulating attacks on AI systems. This proactive approach enables developers to uncover hidden vulnerabilities effectively, ensuring that applications are fortified against potential security breaches before deployment, enhancing overall app safety.

Continuous Monitoring

The continuous monitoring feature in promptfoo allows developers to maintain a vigilant watch over their AI applications. By offering real-time assessments, this functionality ensures any emerging vulnerabilities are promptly identified and addressed, reinforcing application security and fostering user trust in AI systems.

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