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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 Conda?

Conda is an open-source tool designed for the effective management of packages, dependencies, and environments across various programming languages such as Python, R, Ruby, Lua, Scala, Java, JavaScript, C/C++, Fortran, and many others. This adaptable system functions smoothly on a variety of platforms including Windows, macOS, Linux, and z/OS. By allowing rapid installation, execution, and upgrading of packages along with their dependencies, Conda boosts efficiency in development workflows. It also simplifies the tasks of creating, saving, loading, and switching between different environments on a user's machine. Initially developed for Python applications, Conda has broadened its scope to support software packaging and distribution for any programming language. As a robust package manager, it assists users in finding and installing the necessary packages they need for their projects. If you encounter a situation where a package requires a different version of Python, you won’t have to resort to a different environment manager; Conda can handle that seamlessly. You can easily create an entirely new environment tailored to that specific Python version, while continuing to use your standard version in the default environment. This remarkable flexibility not only streamlines development but also makes Conda an essential asset for developers with varied software needs, catering to the complexities of modern programming environments.

Media

Media

Integrations Supported

Cohere
Conda
Hugging Face
OpenAI
Replicate

Integrations Supported

Amazon SageMaker Studio Lab
Arize Phoenix
CodeQwen
Coiled
Fortran Package Manager
JetBrains DataSpell
Nyala
Seeker
Sonatype Nexus Repository
Spark NLP
Thunder Compute
Travis CI
Ultralytics
garak

API Availability

API Availability

Pricing Information

Free
Free Version

Pricing Information

Free
Free Version

Supported Platforms

Mac
Linux

Supported Platforms

Windows
Mac
Linux

Customer Service / Support

Web-Based Support

Customer Service / 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

Conda

Company Website

docs.conda.io

Categories and Features

AI Guardrails

Not specified

Categories and Features

Package Managers

Not specified

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