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What is garak?

Garak assesses the possible shortcomings of an LLM in various negative scenarios, focusing on issues such as hallucination, data leakage, prompt injection, misinformation, toxicity, jailbreaks, and other potential weaknesses. This tool, which is freely available, is built with a commitment to ongoing development, always striving to improve its features for enhanced application support. Functioning as a command-line utility, Garak is suitable for both Linux and OSX users and can be effortlessly downloaded from PyPI for immediate use. The pip version of Garak undergoes frequent updates to maintain its relevance, and it is advisable to install it within its own Conda environment due to specific dependencies. To commence a scan, users must specify the model that requires analysis; Garak will, by default, run all applicable probes on that model using the recommended vulnerability detectors for each type. As the scanning progresses, users will observe a progress bar for each probe loaded, and once completed, Garak will deliver a comprehensive report detailing the results from every probe across all detectors. This functionality makes Garak an essential tool not only for assessment but also as a crucial asset for researchers and developers who seek to improve the safety and dependability of LLMs in their projects. Additionally, Garak's user-friendly interface ensures that even those less experienced can navigate its features with ease, further broadening its accessibility and impact within the field.

What is Rocket Open AppDev for Z?

Rocket Open AppDev for Z empowers businesses to enhance their mainframe DevOps by leveraging secure open-source software, allowing for quicker application launches, cost savings, and reduced risk. This solution goes beyond simply offering a set of open-source ports for z/OS; it incorporates years of committed investment in automation frameworks, various packaging and delivery methods, and an experienced support team. It successfully combines the stringent security requirements of mainframe users with an intuitive interface for both developers and system administrators. Supported by leading banks, insurance companies, and government entities, Open AppDev for Z provides a suite of open-source programming languages and tools specifically designed for z/OS, all while meticulously scanning for security vulnerabilities and ensuring compliance with licensing standards. Regular updates are aligned with the NIST National Vulnerability Database, with open-source ports managed through multiple avenues, including both public and private conda channels, on-premises conda file channels, or SMP/E. This comprehensive strategy not only fosters innovation but also guarantees adherence to security protocols and compliance throughout the development lifecycle, ensuring that organizations can navigate the complexities of modern software development with confidence. As a result, companies can focus on delivering high-quality applications while mitigating the potential risks associated with software development.

Media

Media

Integrations Supported

Cohere
Conda
Hugging Face
OpenAI
Replicate

Integrations Supported

Bash
Git
IBM Z
IBM z/OS
OpenSSL
PHP
Perl
Python
Sudo

API Availability

API Availability

Pricing Information

Free
Free Version

Pricing Information

Free
Free Version

Supported Platforms

Mac
Linux

Supported Platforms

SaaS
On-Prem

Customer Service / Support

Web-Based Support

Customer Service / Support

Standard Support
Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

garak

Company Website

github.com/leondz/garak/

Company Facts

Organization Name

Rocket Software

Date Founded

1990

Company Location

United States

Company Website

www.rocketsoftware.com/en-us/products/open-source/appdev-z

Categories and Features

AI Guardrails

Not specified

Categories and Features

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