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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 CircuitSim?

CircuitSim is an extensive SPICE circuit simulation platform that boasts a collection of more than 3,000 components alongside a modern schematic editor, all available online for free without any installation requirements. It is tailored for students, teachers, and professionals, functioning directly within a web browser, which allows it to be used seamlessly on devices like Chromebooks and school-issued laptops that may have restricted access. Users can engage in seven different analysis types, encompassing both interactive and transient analyses, with results visualized on oscilloscope-style graphs, and they have the option to place probes throughout the circuit for detailed observation. The platform also enables the creation of custom components from SPICE model text and the import of symbols from KiCad, greatly enhancing the simulation experience and versatility. CircuitSim further facilitates the importation of designs from Multisim Live prior to its planned discontinuation on September 15, 2026, making it a distinctive browser-based alternative capable of handling .csim, .ms14, and .msjs files while maintaining wiring, component arrangement, net labels, probes, and simulation settings intact. Additionally, there are classroom licensing options that introduce features like seat assignments, anonymous student seating arrangements, and dedicated private project spaces for students, which significantly enriches the learning environment. This comprehensive approach ensures that educators have the tools necessary to effectively oversee their classrooms while taking full advantage of sophisticated simulation technologies.

Media

Media

Integrations Supported

Cohere
Conda
Hugging Face
OpenAI
Replicate

Integrations Supported

Cohere
Conda
Hugging Face
OpenAI
Replicate

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Version
Free Trial Offered?

Pricing Information

$2.99
Free Version
Free Trial Offered?

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

garak

Company Website

github.com/leondz/garak/

Company Facts

Organization Name

CircuitSim

Date Founded

2025

Company Location

United States

Company Website

circuitsim.com

Categories and Features

Vulnerability Scanners

Asset Discovery
Black Box Scanning
Compliance Monitoring
Continuous Monitoring
Defect Tracking
Interactive Scanning
Logging and Reporting
Network Mapping
Perimeter Scanning
Risk Analysis
Threat Intelligence
Web Inspection

Categories and Features

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