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Promptfoo

SecurityApplicationFree

Ensure LLM Security with Open-Source Vulnerability Testing.

Last updated Aug 8, 2024

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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

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.

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Tags

open-sourcesecurityreliabilityLLMvulnerability scannerPII leaksprompt manipulationvulnerability reports

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