Promptfoo

AutoML Platforms

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This platform enhances the security of AI applications by proactively identifying and addressing vulnerabilities throughout the development lifecycle. Key features include automated red teaming to simulate real-world attacks, real-time protection against adversarial threats, extensive security testing for AI models, and continuous monitoring, all aimed at ensuring solid security for developers, security teams, and organizations focused on AI technology.

Promptfoo can be found in AutoML Platforms categories.

The most similar products to Promptfoo are:

Pristan Verified profile Promoted → VirtueAI → Protect AI → Pillar → HiddenLayer →

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Details

Promptfoo Main Features

• Open-source
  It is used by over 51,000 developers and is supported by a community that shares code.
• Custom Scans
  Create specific scans that look for issues that matter to your app, not just common problems.
• Dynamic Probes
  The testing tools adjust to your app to find common mistakes like data leaks and harmful content.
• Actionable Results
  The results from tests give clear steps on how to fix any problems found.
• Secure LLM Testing
  Promptfoo helps you test your LLM apps to find and fix security problems.
• Quality Evaluations
  Get detailed results that help you understand how to improve your app's security.
• Pre-deployment Scans
  Check your app for vulnerabilities before it goes live to ensure it is safe.
• Simple Configuration
  You can easily set up tests using a simple text format that is easy to understand.
• Automated Red Teaming
  You can run automatic tests to check for security and legal risks in your app.
• Command-line Interface
  Developers can work quickly using a simple command-line tool without needing extra software.

Promptfoo Benefits

• Community Support
  Being open-source means many developers can help improve the tool, making it more reliable over time.
• Preventing Data Leaks
  The tool checks for personal information leaks, which keeps user data safe and private.
• Avoiding Harmful Content
  The system checks for harmful content, ensuring your app does not produce dangerous or inappropriate responses.
• Detecting Security Risks
  It helps find security problems in your LLM app, so you can fix them before they cause harm.
• Streamlined Testing Process
  The command-line interface makes it easy and fast to run tests without complicated setups.
• Identifying Insecure Practices
  It finds unsafe ways your app might be used, helping you improve its security.
• Custom Testing for Specific Needs
  You can create tests that focus on your app's unique features, making the evaluations more relevant.

Who should use Promptfoo?

• Educators
  Educators can teach students about LLM security using this easy-to-use tool.
• Businesses
  Businesses can ensure their LLM applications are safe and protect their brand from harm.
• Developers
  Developers can use it to find and fix security problems in their LLM apps quickly.
• Security Teams
  Security teams benefit by using it to run tests that check for risks and vulnerabilities.
• Open-source Contributors
  Open-source contributors can improve the tool and help others by sharing their findings.

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Pristan

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Technologies Used

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