Promptfoo
What is Promptfoo?
Promptfoo is an open-source tool designed to ensure the security and reliability of LLM (Large Language Models) applications. It offers a comprehensive vulnerability scanner specifically tailored to each LLM product, providing customized probes for detecting PII leaks, unauthorized prompt manipulations, and other critical failures. With capabilities like caching, concurrency, and detailed vulnerability reports, Promptfoo allows developers to build, test, and refine LLM applications efficiently with test-driven development rather than trial-and-error.
Promptfoo's Top Features
Key capabilities that make Promptfoo stand out.
Open-source
Customized vulnerability probes
Detection of PII leaks
Protection against unauthorized prompt manipulations
Prevention of jailbreaks
Detailed vulnerability reports
Support for multiple LLM API providers
Local operation without cloud dependencies
Test-driven LLM development
Community-supported
Key Details
- Category
- SecurityApplication
- Pricing Model
- Free
- Website
- Visit Promptfoo
- Last Updated
- August 8, 2024
Tags
Category
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Use Cases
Who benefits most from this tool.
Developers of LLM applications
Ensuring security by detecting PII leaks, unauthorized prompt manipulations, and other vulnerabilities.
Security Analysts
Running comprehensive pentests to verify the security, privacy, and compliance performance of LLMs.
Open-Source Contributors
Collaborating on improving an open-source tool used for LLM security and reliability.
Large Organizations
Implementing reliable and secure LLM applications without depending on cloud services or SDKs.
Tech Startups
Rapidly developing and fine-tuning LLM models with customized tests and vulnerability scans.
Educators
Teaching students about LLM application security using a practical, open-source tool.
QA Engineers
Automating red teaming and security tests for CI/CD pipelines.
AI Researchers
Evaluating different LLM models and prompts efficiently using Promptfoo's comprehensive tools.
Compliance Officers
Ensuring LLM applications meet regulatory and compliance standards through detailed reporting.
Product Managers
Overseeing the development of secure LLM applications with actionable insights from vulnerability reports.