DEV Community: Sempre Libera

How to Quickly Recover Permanently Deleted Files in Windows

Sempre Libera — Tue, 04 Nov 2025 01:45:33 +0000

Losing important files on your PC can be distressing, especially when they seem permanently deleted. Whether you've accidentally cleared the Recycle Bin, formatted a drive, or experienced a system crash, the data isn't necessarily gone forever. This guide explores practical methods for recovering permanently deleted files in Windows, including both built-in options and specialized software like RecoveryFox AI, an advanced data recovery tool designed for everyday users.

Understanding "Permanent" Deletion

When you delete a file and empty the Recycle Bin, Windows doesn't immediately erase the actual data. Instead, it marks the space as available for new information. The file remains on your hard drive until something overwrites it. This creates a critical window for recovery, but it also means you need to act quickly. Every minute you continue using your computer increases the risk that new data will occupy that space, making recovery impossible.
The most important rule: stop using the affected drive immediately. Don't install new programs, don't save files, and avoid browsing or downloading. If the deleted files were on your system drive (usually C:), consider shutting down and using another device to research recovery options.

Recovery Method 1: Windows Built-In Options

Before turning to third-party software, check if Windows' native features can help.
File History and Previous Versions: If you enabled File History before the deletion, right-click the folder that contained your files, select "Restore previous versions," and look for an earlier snapshot. This works best if you set up File History when things were running smoothly, but many users discover this feature only after data loss occurs.
Windows Backup: Check Settings > Update & Security > Backup to see if you have any backup sets. If you configured Windows Backup to an external drive or network location, you might find your files there.
OneDrive Recycle Bin: For files synced with OneDrive, log into OneDrive.com and check the Recycle Bin. OneDrive keeps deleted items for 30 days, giving you an extended safety net.
These methods work only if you prepared beforehand. For most people experiencing unexpected data loss, third-party recovery software becomes necessary.

Recovery Method 2: Using RecoveryFox AI

Overview
RecoveryFox AI is a powerful data recovery solution designed to retrieve deleted or lost files from Windows systems using advanced AI-powered technology.
The software features a user-friendly interface and two scanning options: Quick Scan for rapid recovery and AI Scan for deeper, intelligent file detection.
RecoveryFox AI supports a wide range of storage devices, including internal hard drives, external USB drives, SD cards, and SSDs. It can recover over 500 types of files, such as documents, photos, videos, audio files, and more.
The software works with Windows 11, 10, 8.1, 8, 7, Vista, and XP.

*Key Features of RecoveryFox AI *
RecoveryFox AI uses two scanning modes that run automatically after you select a drive.
The Quick Scan runs first, rapidly analyzing the file system tables to locate recently deleted files, usually completing within minutes.
Then, the AI Scan takes over with a deeper, sector-by-sector inspection, using artificial intelligence to identify file signatures and reconstruct fragmented data.
The software offers preview functionality, letting you see recoverable files before committing to restoration.
The unregistered version allows you to scan and preview files for free but limits actual recovery. The paid version removes these restrictions.

Step-by-Step Recovery Guide

Step 1: Launch RecoveryFox AI. Download and install RecoveryFox AI from https://www.wonderfoxrecovery.com/. Then launch it after installing it on your PC.
The main screen displays all available drives with their total and free space. If you're recovering files from an external drive, connect it before opening the software.

Step 2: Select the affected drive. Choose the location where your deleted files originally existed. For most users, this is the C: drive. If you deleted files from a specific external drive or partition, select that instead.

Step 3: Wait for automatic scanning. Once you select a drive, RecoveryFox AI immediately begins Quick Scan. You'll see a progress indicator showing files found in real-time. When Quick Scan finishes, AI Scan starts automatically. The AI Scan takes longer, potentially hours for large drives but finds files that Quick Scan misses, especially in cases of formatted drives or corrupted file systems.

Step 4: Preview and select files. You can click on individual files to preview them when you pause or stop the scan, or when the scan finishes. This intelligent data recovery tool currently supports previewing most popular formats for images, documents, and web files, with more file types to be added in future updates.

Step 5: Recover your files. Select the files you want to restore and click the recovery button. Choose a destination folder on a different drive than where the files were deleted. Saving recovered files back to the same location risks overwriting other recoverable data.

Final Thoughts

RecoveryFox AI is a reliable, user-friendly option for Windows users facing data loss. Its dual scanning modes, read-only operation, and preview feature make it a standout choice. While no tool can recover everything, RecoveryFox AI gives you a fighting chance, especially if you act fast.

Prevention: The Real Solution

Data recovery software is emergency relief, not a prevention strategy. Implement proper backups to avoid future crises:
• Enable Windows File History for automatic versioning
• Use cloud storage with automatic sync for important documents
• Maintain external backup drives with regular copies
• Consider the 3-2-1 rule: three copies of data, on two different media types, with one copy offsite
These practices eliminate the stress and uncertainty of data recovery entirely.
Recovering permanently deleted files in Windows ranges from straightforward to challenging depending on your preparation and the circumstances of data loss. Windows built-in tools help if configured beforehand, while software like RecoveryFox AI provides accessible options for users facing unexpected loss. The key is acting immediately, choosing the right recovery method, and implementing backup practices to prevent future incidents. Your data might be more recoverable than you think, but time is the critical factor in successful restoration.

Post-Vacation Digital Cleanup: Don’t Accidentally Delete Your Summer Memories

Sempre Libera — Tue, 26 Aug 2025 02:49:17 +0000

You're back from an incredible summer trip, and your camera roll tells the story: 2,347 photos of sunset beaches, mountain hikes, and family moments you'll treasure forever. Now comes the less glamorous part: organizing everything. Students heading back to school face the same digital chaos, juggling vacation photos alongside assignment files and project folders scattered across devices.

The plan seems simple enough: import photos from your camera's SD card, sort everything into neat folders, delete duplicates, and free up storage space. You connect your camera, start the transfer, and begin the satisfying process of digital housekeeping. Delete this blurry shot, move that folder, empty the recycle bin to clear space. Everything's going smoothly until you realize something's wrong.

That folder you just deleted? It wasn't the "Duplicates" folder. It was "Vacation 2025." Your heart drops as the reality hits: three weeks of irreplaceable memories might have just vanished with a single click.

When Organization Goes Wrong

These accidents happen more often than you'd think. The scenario plays out in countless variations. Maybe you formatted your SD card thinking the photos had already transferred to your laptop, only to discover the import failed halfway through. Perhaps you were cleaning up school folders and accidentally selected your entire "Summer Photos" directory instead of "Temp Files." Or you hit "Shift + Delete" by mistake, bypassing the recycle bin entirely.

The moment of realization brings that familiar sinking feeling. Your mind races through the same questions: Is it really gone? Can anything bring these files back? The answer might surprise you.

The Truth About "Deleted" Files

When you delete a file, your computer doesn't immediately destroy it. Think of deletion like removing a book's entry from a library catalog, the book still sits on the shelf, but the system no longer knows where to find it. Your operating system simply marks that storage space as available for new data.

This means your photos, videos, and documents often remain intact on the drive, invisible but recoverable. The catch? Time works against you. Every new file you save, every program you run, every temporary file your system creates could potentially overwrite your deleted memories. This is why you should stop using the affected device immediately after realizing your mistake.

Meet RecoveryFox AI

RecoveryFox AI, developed by WonderFox, is designed for exactly these situations. It uses advanced AI-powered scanning to detect and restore files that would otherwise seem gone forever. Unlike old-school recovery tools that overwhelm you with complex settings, RecoveryFox AI is built with everyday users in mind. You don’t need to be an IT expert to get your files back.

Here’s what makes it stand out:

AI-driven scan: Finds lost files quickly and accurately, even from formatted or corrupted drives.

Broad compatibility: Works with SD cards, USB drives, external hard drives, and PCs.

File type flexibility: Recovers photos, videos, documents, music, and more.

Beginner-friendly design: Clear, step-by-step interface that anyone can follow.

In short, it’s a digital safety net. Whether you lost vacation photos, an important essay, or tax documents, RecoveryFox AI gives you a second chance.

How Recovery Works in Practice

Let’s imagine you just formatted your SD card by mistake. Instead of panicking, here’s how RecoveryFox AI guides you back:

Launch the program. Open RecoveryFox AI on your computer.

Select the affected drive. Choose your SD card from the list of available devices.

Start the scan. Let the software search through the card, identifying deleted files that are still recoverable.

Preview and restore. Once the scan finishes, you can preview your files, select the ones you want, and save them back to your computer.

The process is straightforward, often taking just minutes depending on the size of the drive. Best of all, you don’t need technical know-how, just follow the simple steps and watch your files return.

Avoiding the Same Mistake Twice

Of course, recovery is the cure. Prevention is the better medicine. A few simple habits can reduce the risk of future disasters:

Double-check before deleting. Take a moment to confirm the folder or drive you’re about to clear.

Keep backups. Store copies on an external drive or use cloud storage for important files.

Organize regularly. Create clear folder structures so you know what you’re moving or deleting.

Even with the best habits, accidents happen. That’s why RecoveryFox AI is invaluable—not just as a recovery tool, but as peace of mind when your data feels irreplaceable.

Memories You Don’t Have to Lose

Think back to those summer evenings captured on camera: family barbecues, beach sunsets, or your child’s first day back at school. These aren’t just files on a hard drive, they’re memories you can’t recreate. Losing them feels devastating, but losing them permanently isn’t inevitable.

With the right recovery tool, a mistaken deletion doesn’t have to mean the end of your memories. RecoveryFox AI gives everyday users the power to take control, restore what seemed gone, and move forward without regret.

If you’ve ever emptied the wrong folder, formatted the wrong drive, or simply felt that pit in your stomach when files disappeared, you know the value of a second chance. RecoveryFox AI is built to give you exactly that.

Windows Update Causes SSD and HDD Failures: What You Need to Know

Sempre Libera — Wed, 20 Aug 2025 02:07:03 +0000

Introduction

On August 12, 2025, Microsoft rolled out the Windows 11 24H2 cumulative security update (KB5063878), intended to strengthen system protections and improve stability. Instead, the update has created a major headache for many users: reports are pouring in that the patch is causing SSD and HDD failures, sometimes leading to inaccessible drives and potential data loss.

For both everyday users and enterprises, the stakes are high. Storage drives are the lifeblood of a computer system, and corruption or disappearance of these devices puts personal files, business data, and even productivity at risk. This article breaks down the problem, identifies the hardware most at risk, and most importantly, offers solutions and protective measures while waiting for Microsoft and hardware vendors to deliver a fix.

The Problem Explained

Specific Update Identification

The trouble began with the Windows 11 24H2 cumulative update KB5063878, released on August 12, 2025. While Microsoft described it as a routine security improvement, unintended side effects quickly became apparent.

Technical Symptoms

Users have reported several alarming behaviors:

Drives disappearing from Windows Explorer or Disk Management entirely.

SMART data (health monitoring information) becoming unreadable.

Storage controllers suddenly inaccessible, blocking communication with the OS.

In some cases, data corruption risks, where ongoing file transfers fail midway, leaving files incomplete or broken.

Trigger Conditions

Not all users are immediately affected. Failures typically appear under conditions such as:

Controller utilization above 60%.

Continuous write operations, like copying or decompressing large archives.

File transfers larger than 50 GB, common in game installations or video editing workloads.

Heavy disk usage scenarios on systems that are already partially filled.

Affected Hardware and Systems

Drive Types Impacted

The majority of reports point to Phison-based NVMe SSDs, a popular controller family used by brands such as Corsair, Kioxia, SanDisk, and Adata. Both DRAM-less and DRAM-equipped drives are showing issues.

Internal SSDs (especially NVMe) are most commonly affected.

External USB SSDs have also shown failures during extended write operations.

Even traditional HDDs are not completely immune, though their failure rates are lower.

System Requirements Context

The problem is tied specifically to Windows 11 24H2, affecting both desktops and laptops. Reports come from:

Consumer environments, such as gaming PCs and personal laptops.

Enterprise systems, where storage stability is critical.

Multiple hardware manufacturers, indicating the issue is not isolated to a single vendor.

Root Cause Analysis

Technical Background

Early analysis suggests a storage driver regression introduced by KB5063878. Security-related kernel changes appear to disrupt how Windows communicates with storage controllers, leading to drive dropouts. Importantly, this does not mean the drives are physically failing—in most cases, drives remain intact and can reappear after reboot or rollback.

Industry Response

Phison has acknowledged the reports and is actively testing affected controllers.

Microsoft has not yet issued a formal statement or hotfix, though user documentation is mounting.

Hardware vendors are urging customers to monitor firmware updates.

The tech community is crowdsourcing test data, confirming that the failures are reproducible under specific conditions.

Immediate Solutions and Workarounds

Update Management

Your first step should be pausing Windows updates to prevent further system changes. If you recently installed KB5063878, uninstall it immediately through Settings > Windows Update > Update History > Uninstall Updates. Windows' built-in rollback features can restore your system to a pre-update state. For advanced users, registry modifications can prevent automatic reinstallation of the problematic update until Microsoft releases a fix.
Data Protection Measures
Before attempting any fixes, create immediate backups of accessible data using external storage devices. Verify existing backups and ensure cloud storage synchronization is current. Prepare a Windows recovery drive on a separate system, as you may need it for system restoration. These protective measures are crucial since troubleshooting steps might temporarily worsen accessibility.

System Recovery Steps

If your system is severely affected, boot from Windows recovery media to access advanced troubleshooting options. Use System Restore to revert to a checkpoint created before the update installation. Check BIOS/UEFI settings to ensure storage controllers are properly configured and recognized at the hardware level. Sometimes, simply changing SATA modes temporarily can restore drive recognition.

Temporary Usage Guidelines

Until a permanent fix arrives, modify your usage patterns to avoid triggering the issue. Avoid large file transfers and intensive write operations. Monitor disk usage through Task Manager and keep activity below 60% when possible. Use external drives for heavy operations, and consider temporarily relocating critical workflows to unaffected systems.

Long-term Prevention and Monitoring

Update Strategy

Hold off on installing Windows updates until Microsoft releases an official fix for KB5063878. Monitor technology news sources and Microsoft's official channels for resolution announcements. For enterprise environments, implement staged update deployment, testing updates on non-critical systems first. This measured approach can prevent widespread organizational impact from future problematic updates.

System Monitoring Tools

Implement SMART monitoring software to track drive health continuously. Utilize disk health checking utilities to identify early warning signs of storage issues. Set up performance monitoring to track controller utilization levels and establish early warning systems for when usage approaches dangerous thresholds.

Hardware Considerations

Check for available drive firmware updates from manufacturers, as these might include compatibility improvements. Verify that storage controller drivers are current and compatible with recent Windows updates. Maintain manufacturer support contact information for quick assistance if issues arise.

Conclusion and Recommendations

The Windows 11 KB5063878 update, released on August 12, 2025, has introduced serious problems for storage stability, especially in systems with Phison-based NVMe SSDs. With failures often triggered at 60% controller utilization during large file operations, the risk of data corruption is too high to ignore.

For now, the best course of action is precaution: uninstall the problematic update, back up critical files, and avoid stressing your drives until an official fix arrives.

If you’re already experiencing issues, data recovery software may help restore lost files. Tools like RecoveryFox AI are designed to recover inaccessible or lost files in just a few clicks:

Install the software on a separate, unaffected drive.

Select the target drive from the main interface.

Start the scan and preview recoverable files.

Save recovered files to an external or secondary disk.

While Microsoft and vendors work on a resolution, taking proactive measures today will protect your data tomorrow. Stay vigilant, monitor updates closely, and don’t take unnecessary risks with your most valuable digital assets.

What Is Data Recovery? Understanding the Essentials in the Digital Age

Sempre Libera — Fri, 18 Jul 2025 03:19:48 +0000

In today’s digital-first world, data has become one of our most valuable assets. From personal photos and videos to critical business documents, our dependence on data is growing exponentially. But what happens when data suddenly becomes inaccessible or is lost entirely? That’s where data recovery steps in—a critical process that’s becoming increasingly essential for individuals and businesses alike.

What Is Data Recovery?
Data recovery is the process of retrieving inaccessible, lost, corrupted, damaged, or formatted data from storage devices when it cannot be accessed in a usual way. This may include hard drives, SSDs, USB flash drives, memory cards, smartphones, or even cloud storage.

The causes of data loss are varied: accidental deletion, software corruption, formatting errors, hardware failure, virus attacks, and natural disasters. Regardless of the cause, the goal of data recovery is to retrieve as much original data as possible.

Why Data Recovery Is More Important Than Ever
With the increasing shift to digital storage—especially in hybrid work environments and cloud-based ecosystems—the volume of data stored and transferred has skyrocketed. At the same time, cyber threats like ransomware, phishing, and hardware vulnerabilities are on the rise.

In fact, according to a report by IDC, data loss and downtime cost global businesses over $1.7 trillion annually. This makes having a data recovery strategy not just a technical precaution but a financial necessity.

Even for individuals, data recovery is essential. Imagine accidentally deleting a decade's worth of family photos or losing access to essential financial records. In such cases, professional data recovery software or services can be the difference between complete loss and full restoration.

How Data Recovery Works
The method of data recovery depends on the nature of the data loss and the type of storage media involved.

Logical Recovery
This applies when data is lost due to logical errors—such as accidental deletion, partition issues, or file system corruption. In such cases, the data is often still on the device and can be retrieved using specialized data recovery software that scans and reconstructs the file system.
Physical Recovery
When the hardware itself is damaged—due to fire, water, or mechanical failure—data recovery requires opening the device in a cleanroom environment. Experts use hardware tools to repair or clone the device before attempting recovery.
Hybrid Recovery
Sometimes, both logical and physical issues occur simultaneously, requiring a combination of techniques.

Trending Technologies in Data Recovery
Data recovery has evolved significantly with advancements in AI and automation. Here are some of the latest trends reshaping the recovery landscape:

AI-Powered Recovery
Artificial Intelligence is now being integrated into data recovery software to improve success rates. AI can analyze corrupted files more efficiently and recognize patterns in lost data, especially useful in recovering fragmented video files or deep-leveled data.

Cloud Recovery
With more users relying on cloud storage like Google Drive, Dropbox, and OneDrive, cloud data recovery is growing in importance. Recovery tools can now access deleted files from cloud backups or sync logs.

SSD and NVMe Recovery
Modern laptops and desktops use SSDs and NVMe drives, which have different architectures than traditional hard drives. New data recovery solutions are now optimized to handle these high-speed, high-efficiency storage devices.

Mobile and App-Specific Recovery
Given how much data is generated on mobile devices, some tools are now designed to recover WhatsApp messages, SMS, call logs, and even app data that traditional software might overlook.

Common Scenarios That Require Data Recovery
Accidental Deletion: Emptying the Recycle Bin or pressing Shift+Delete removes references to files but not the files themselves. Quick action can make recovery more successful.

Formatted Drives: Formatting doesn’t erase data but restructures the drive. Recovery tools can often rebuild the previous file system.

Partition Loss: A lost or inaccessible partition doesn’t mean the data is gone. Partition recovery tools can help reconstruct it.

Virus and Malware Attacks: Some malware corrupts or encrypts files, which can be partially reversed with advanced recovery techniques.

Physical Damage: Water or drop damage often requires professional hardware-level recovery, but partial data extraction is sometimes possible.

How to Choose the Right Data Recovery Tool
When selecting a data recovery tool, consider the following:

Device compatibility (Windows, Mac, mobile, etc.)

Supported file types (photos, documents, videos, emails, etc.)

Preview before recovery

Speed and success rate

User interface accessibility

Free tools are available, but they often come with limitations like recovery caps or lack of deep scan features. Paid tools offer more comprehensive options, including professional support.

Top Data Recovery Software to Consider
There are numerous tools in the market, each catering to different needs. Here are a few reliable options:

RecoveryFox AI
One of the latest innovations in the field, RecoveryFox AI uses intelligent algorithms to analyze and recover files from hard drives, SSDs, USBs, and more. It supports AI scanning, a wide range of file types, and even recovers partially damaged files. Designed with both beginners and professionals in mind, it offers a clean interface and fast performance.
Recuva
A lightweight and free option, suitable for quick recovery tasks like retrieving deleted documents or media files from a hard drive or memory card.
EaseUS Data Recovery Wizard
Popular for its user-friendly design and broad compatibility. It offers deep scanning, partition recovery, and RAW drive recovery.
Disk Drill
Well-suited for Mac and Windows, Disk Drill can recover over 400 file formats and offers extra tools like data protection and backup.

Final Thoughts
In an age where data equals value, data recovery has become a must-have skill and service. Whether you’re a casual user or an IT professional, understanding how data recovery works—and having the right tools at your disposal—can save you from disaster. While no tool can guarantee 100% recovery in every situation, using intelligent software like RecoveryFox AI significantly increases your chances.

Don't wait for a data loss emergency to take recovery seriously. Start exploring your options today.

How to Download and Install RecoveryFox AI for Windows

Sempre Libera — Tue, 08 Jul 2025 07:45:21 +0000

RecoveryFox AI is a new Windows-based data recovery software program designed to help users recover lost, deleted, or formatted files from hard drives, USB drives, SD cards, and other storage devices. With an AI-assisted engine, it offers a reliable solution to scan for and restore a wide range of file types, including documents, photos, videos, and system files.
This guide provides a step-by-step walkthrough on how to download, install, and use RecoveryFox AI on a Windows PC in 2025.

System Requirements
Before installing the software, ensure that your computer meets the minimum system requirements:
• Operating System: Windows 11, 10, 8.1, 8, 7 (32-bit or 64-bit)
• Processor: 1 GHz or faster x86- or x64-bit Intel or AMD processor
• RAM: 4 GB minimum (8 GB and higher recommended)
• Disk Space: 1 GB minimum space for installing

Key Features of RecoveryFox AI
RecoveryFox AI stands out in the data recovery market due to its intelligent scanning capabilities and user-friendly interface. The software employs artificial intelligence to improve recovery success rates and reduce scanning time. Here are the primary features that make it a reliable choice for data recovery:
• AI-Enhanced Recovery: Uses advanced algorithms to identify and recover files more accurately
• Multiple File Format Support: Capable of recovering over 500 different file types including documents, images, videos, audio files, e-book files, and archives
• Deep Scan Technology: Performs thorough scans of storage devices to locate files even in formatted drives
• Preview Function: Allows users to preview recoverable files before initiating the recovery process
• Multiple Storage Device Support: Compatible with HDDs, SSDs, USB drives, SD cards, digital cameras, and external storage devices

How to Download RecoveryFox AI
Follow these steps to download the official installer for RecoveryFox AI.
Step 1: Open your web browser and navigate to the official RecoveryFox AI website: https://www.wonderfoxrecovery.com/
Step 2: On the homepage, locate the "Free Download" button.

Step 3: Click the Free Download button. Your browser will start downloading the setup file, which is named recoveryfoxai.exe.
Step 4: Wait for the download to complete. It will just take a moment.

Steps to Install RecoveryFox AI
Once the download completes, proceed to install the software:

Locate the downloaded installer in your Downloads folder or wherever your browser saves files.
Double-click the file recoveryfoxai.exe to begin the installation.
If prompted by Windows User Account Control, click Yes to allow changes.
The installation wizard will appear. Follow these steps: Welcome Screen: Click Next to continue. License Agreement: Read through the end-user license agreement and click Next. Select Destination Location: Choose a folder to install RecoveryFox AI. Click Next.

Ready to Install: Click Install to begin the installation process.

Wait a few seconds while the software installs.
Once done, click Finish to complete the process. You can optionally check Launch RecoveryFox AI to open it immediately.

Initial Setup and Interface Overview
When you first launch RecoveryFox AI, you’ll see a clean and straightforward interface:
• Drive List: Displays all connected storage devices and partitions.
• Scan Options: Quick Scan for recovering data from Recycle Bin or Desktop
• Settings: The Settings menu in RecoveryFox AI lets you fine-tune scan performance by enabling options such as skipping empty space, temporary files, embedded subfiles, and contained files in archives (e.g., .zip, .docx, .exe). These filters help improve scanning speed and reduce clutter by ignoring non-essential or system-generated content.

Using RecoveryFox AI to Recover Data
With RecoveryFox AI installed, you can now begin the data recovery process.
Step 1: Launch the Application
If the program did not launch automatically after installation, double-click the RecoveryFox AI icon on your desktop or find it in the Start Menu.
Step 2: Select the Location of Lost Data
The main interface will display a list of all detected drives and partitions on your computer, including internal hard drives, SSDs, and any connected external devices. Select the drive where your files were originally located where they were lost.

Step 3: Initiate the Scan
After selecting a drive, RecoveryFox AI will proceed with the Quick Scan automatically:
• Quick Scan: This scan runs first and is very fast. It looks for recently deleted files, such as those removed from the Recycle Bin.
• AI Scan: This scan automatically follows the Quick Scan. It is a more thorough process that searches the drive sector-by-sector to reconstruct files from fragments, making it effective for recovering data from formatted drives.
The scanning process will display a progress bar, and allows you to pause and resume the scan.

Step 4: Filter and Preview the Scan Results
Once the scan is complete, the found files will be organized into a folder structure. You can browse the results in two main views:
• Path View: Shows files in their original folder structure.
• File Type View: Groups files by type (e.g., Pictures, Documents, Videos).
Step 5: Select and Recover Files
Go through the list of previewed files and check the boxes next to each file or folder you want to restore. You can select multiple items at once. After making your selections, click the "Recover" button.
Step 6: Choose a Save Location
A dialog box will appear asking you to choose a location to save the recovered files.
Crucial Note: ALWAYS save the recovered files to a different drive than the one you scanned. Saving them back to the same drive can overwrite other lost data, making it permanently unrecoverable.

Tips for Optimal Recovery Results
To maximize your chances of successful file recovery, consider these recommendations:
• Stop using the affected drive immediately after data loss to prevent overwriting
• Install RecoveryFox AI on a different drive than the one you're recovering from
• Save recovered files to a different location than their original path
• Use the deep scan option for better recovery results, especially for older deleted files
• Regularly back up important data to prevent future data loss scenarios
RecoveryFox AI provides a reliable solution for data recovery needs, combining artificial intelligence with proven recovery techniques to help users retrieve their valuable files efficiently and safely.

Running Gemma 3 Locally: A Step-by-Step Guide

Sempre Libera — Wed, 19 Mar 2025 01:32:53 +0000

Introduction to Google's Gemma 3
Google's Gemma 3, launched in March 2025, is a revolutionary AI model designed to bring powerful AI capabilities to everyone. Unlike conventional AI models that rely on expensive, high-performance hardware, Gemma 3 has been optimized to deliver excellent performance across a variety of devices, from smartphones to workstations.
Running on Low-End Devices and Consumer-Level Graphics
For low-end devices like smartphones, the 1 billion parameter model is ideal. At only 529MB in size, Gemma 3 1B runs at up to 2585 tok/sec on prefill via Google AI Edge's LLM inference.
For users with consumer-level graphics cards, such as those in typical laptops or desktops, the 4 billion parameter model can be run on a GTX 1650 4GB or better. Optimizations like 4-bit quantization and tools like Llama.cpp help it perform well on standard hardware, making AI practical for personal computers.

Prerequisites:
Hardware Requirements:
Ensure your system has a compatible GPU. For instance, the Gemma 3 27B model requires a GPU with at least 24 GB of VRAM, such as the NVIDIA RTX 3090.
Software Requirements:
A 64-bit operating system (Windows 10/11, macOS, or Linux).
Administrative privileges to install software.

Check your VRAM:

Step 1: Install Ollama
Ollama is a platform that facilitates the running of AI models locally. It supports various operating systems and simplifies the deployment process.
Download Ollama from the official website here:
https://ollama.com/

For Linux:
Open the terminal.
Run the following commands:
sudo apt-get update
sudo apt-get install pciutils -y
curl -fsSL https://ollama.com/install.sh | sh

For macOS:
Open the Terminal application.
Run the following command to install Ollama:
curl -fsSL https://ollama.com/install.sh | sh

Step 2: Install Gemma 3 Model
Once Ollama is installed, you can proceed to install the Gemma 3 model.

Open your terminal or command prompt.
Run one of the following commands to install the Gemma 3 model suitable for your computer:
ollama run gemma3:1b
ollama run gemma3:4b
ollama run gemma3:12b
ollama run gemma3:27b

This command downloads the Gemma 3 model to your local machine.

Step 3: Run Gemma 3 Locally

After the model is installed, you can start using it for various AI tasks.
In your terminal or command prompt, enter the following command:
ollama run gemma3:4b

Step 4 (Optional): Install Page Assist - A Web UI
The browser extension enables you to use your locally running AI models to assist you in your web browsing.

Page Assist for Chrome:
https://chromewebstore.google.com/detail/page-assist-a-web-ui-for/jfgfiigpkhlkbnfnbobbkinehhfdhndo?pli=1

Page Assist for Firefox:
https://addons.mozilla.org/en-US/firefox/addon/page-assist/

Page Assist for Edge:
https://microsoftedge.microsoft.com/addons/detail/page-assist-a-web-ui-fo/ogkogooadflifpmmidmhjedogicnhooa

For other browsers, please check out the Page Assist Github page:
https://github.com/n4ze3m/page-assist?tab=readme-ov-file

Page Assist UI:

Page Assist UI Settings: