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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 MindProbe?

MindProbe is a modern AI-powered research platform that helps businesses transform customer feedback into meaningful insights quickly and efficiently. Designed for fast-moving brands and agencies, the platform simplifies the process of conducting surveys and analyzing responses. Users can generate targeted surveys with AI-assisted question creation, eliminating the need for manual scripting or complex research setup. MindProbe supports a wide range of research activities including product testing, customer experience measurement, market research, employee feedback, and event feedback. The platform collects responses from various channels and processes them automatically using advanced analytics tools. AI-powered analysis identifies trends, sentiment patterns, and key insights from raw survey data. These insights are presented through real-time dashboards and professionally designed reports that are easy to share with teams or stakeholders. MindProbe also includes collaborative workspaces that allow teams to review insights, align on findings, and make decisions together. Integrations with CRM systems and data platforms help connect survey results with existing customer data for deeper analysis. The platform also supports multi-language surveys to help brands collect feedback from global audiences. With customizable survey themes and layouts, businesses can ensure that feedback experiences match their brand identity. By automating research workflows and providing actionable insights, MindProbe helps organizations make confident, data-driven decisions faster.

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

$0/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

MindProbe

Date Founded

2026

Company Location

United Arab Emirates

Company Website

www.mindprobe.ai/

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

Customer Feedback

Alerts / Notifications
Behavior Analytics
Bug Reports
Community Feedback Tools
Live Chat
Negative Feedback Management
Net Promoter Score (NPS)
Screenshot / Screen Capture
Surveys
User Testing Tools
Video Feedback
Visual Feedback Tools
Voice of the Customer (VoC)
Website Feedback

Survey

Custom Survey URLs
Data Analysis Tools
Email Marketing
Mobile Survey
Offline Response Collection
Paper Survey
Question Branching
Question Library
Site Intercept Survey
Skip Logic
Supports Audio / Images / Video

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