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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 VirtuProbe Studio?

VirtuProbe Studio functions as an all-encompassing request management tool that unifies various protocols into a single, cohesive framework. It facilitates the sequential processing of requests across multiple channels, including HTTP, email, LDAP, Kerberos, SMB, and databases, while empowering users to automate the entire workflow effortlessly. This capability not only boosts operational efficiency but also optimizes communication across diverse platforms, making it a valuable asset for organizations. By providing a versatile scripting ability, users can tailor the system to meet their specific needs and enhance productivity further.

Media

Media

No images available

Integrations Supported

Cohere
Conda
Hugging Face
OpenAI
Replicate

Integrations Supported

Model Context Protocol (MCP)

API Availability

API Availability

Pricing Information

Free
Free Version

Pricing Information

$23/month
Free Version

Supported Platforms

Mac
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
Chromebook
Linux

Customer Service / Support

Web-Based Support

Customer Service / Support

Not specified

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

garak

Company Website

github.com/leondz/garak/

Company Facts

Organization Name

VirtuProbe

Date Founded

2022

Company Location

United States

Company Website

virtuprobe.studio

Categories and Features

AI Guardrails

Not specified

Categories and Features

API Clients

Not specified

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