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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 MobiProbe?

The success of advanced AI algorithms is significantly influenced by the data quality they rely on. MobiProbe aims to directly address the data quality issues faced by businesses. This platform provides real-time monitoring of performance and engagement across a network of devices, systems, and applications. By utilizing MobiProbe, users can take advantage of high-quality, efficient SDKs and APIs that integrate seamlessly into their existing software with just a single line of code. This integration facilitates thorough tracking and documentation of specified events while allowing for the inclusion of various attributes for each data point. In addition, MobiProbe offers a customizable dashboard and reporting system designed to cater to the specific requirements of diverse business applications. Users can choose to utilize MobiProbe's ready-made visualizations, request custom visual tools, or connect their preferred data visualization platforms to the MobiProbe data repository for improved analytical insights. Consequently, businesses adopting MobiProbe can not only enhance their data quality but also achieve greater clarity in understanding their operational metrics and performance trends over time. Such capabilities ultimately empower organizations to make more informed decisions based on reliable data.

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 Trial Offered?
Free Version

Pricing Information

$5.00/month
Free Trial Offered?
Free Version

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

MobiProbe

Company Location

United States

Company Website

mobiprobe.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

Application Performance Monitoring (APM)

Baseline Manager
Diagnostic Tools
Full Transaction Diagnostics
Performance Control
Resource Management
Root-Cause Diagnosis
Server Performance
Trace Individual Transactions

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