Your Knowledge, Realized

Reimagining digital organization for the way your brain actually works — through connections, not folders.

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NeuroFile

Knowledge Network › Personal

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Revolutionary Features

NeuroFile transforms how you organize information with these powerful capabilities

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Thinks Like Your Brain

Organizes through interconnected networks of meaning, not static locations.

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Adapts To You

Learns your personal categorization patterns instead of imposing folders.

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Finds Anything Instantly

Natural language search based on meaning, associations, and context.

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Preserves Everything

Complete history of all files without manual versioning or effort.

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Protects Your Privacy

All processing happens locally with transparent operations.

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Works Everywhere

Seamless synchronization across devices with storage optimization.

End “Where to Save” Decisions

The folder paradigm forces hard decisions about where information belongs. NeuroFile eliminates this burden by organizing content based on what it is, not where you put it.

No save dialogs interrupting your workflow
No lost files in deeply nested folders
No duplicate files across different locations

Universal Version Control

Automatic versioning for every file without manual commits or complex systems. Access your complete history through an intuitive timeline.

Works with any file type, not just text
Space-efficient binary transformation matrices
Time Machine-style browsing of file history

Content-Addressable Storage

Files identified by content, not location. This revolutionary approach eliminates duplication, ensures integrity, and optimizes storage.

Automatic deduplication across your system
Binary-differential storage for minimal space usage
Content integrity verification through hashing

Knowledge Graph System

Replaces folders with a rich network of connections that mirrors how your brain actually organizes information.

Multi-dimensional classification and context
Temporal awareness with history tracking
Relationship types with strength indicators

How NeuroFile Works

NeuroFile transforms your digital workflow with a seamless, intelligent process

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Capturing New Information

When you download or save a file, NeuroFile automatically:

Intercepts the file operation without disrupting your workflow
Calculates content hash and stores in content-addressable storage
Extracts text and structure using appropriate parsers
Identifies key concepts and generates vector embeddings
Intelligently organizes the file based on content and context

2

Tracking Changes

When you modify a document, NeuroFile automatically:

Detects modifications to existing content
Creates efficient binary transformation matrices
Applies specialized analysis for specific file types
Identifies conceptual changes beyond binary differences
Updates the temporal dimension of the knowledge graph

3

Finding Information

When looking for information, NeuroFile transforms retrieval with:

Natural language understanding of your intent
Multi-signal search combining temporal, semantic, and entity matching
Intelligent ranking based on relevance across dimensions
Explanations of why each result matches your query
Presentation of connected documents and concepts

Modern Technology Stack

Built with high-performance, cross-platform technologies

Core Technologies

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Rust Core

Powers all performance-critical components, including storage engine, knowledge graph, and ML operations.

TS

TypeScript UI

Creates a responsive and intuitive user interface.

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Tauri Framework

Provides cross-platform application framework with native performance and security.

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Candle ML

Rust-native ML framework for all AI operations, with PyTorch-like syntax but no Python dependency.

Hardware Acceleration

⚡

NVIDIA GPUDirect

Allows direct GPU access to storage for faster processing on NVIDIA hardware.

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Apple Metal

Leverages Apple Silicon unified memory architecture for efficient processing on macOS.

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AMD ROCm

Optimizes operations on AMD GPUs for high-performance on supported hardware.

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CPU Optimization

Fallback path with SIMD and multi-threading for systems without specialized hardware.

Binary Transformation Matrix System

At the heart of NeuroFile's versioning is a revolutionary matrix-based approach that aligns with modern hardware acceleration.

1Precise binary operations for efficient version transitions
2Bidirectional navigation through your file history
3Minimal storage footprint with change-only recording
4Leverages the same hardware acceleration driving AI

struct TransformationMatrix {
		base_chunk_hash: [u8; 32],
		operations: Vec<TransformOperation>,
		result_hash: [u8; 32],
	}

	enum TransformOperation {
		Insert(usize, Vec<u8>),
		Delete(usize, usize),
		Replace(usize, usize, Vec<u8>),
		Copy(usize, usize, usize),
		Transform(usize, usize, Vec<u8>),
	}

Strategic Hardware Alignment

Our matrix-based architecture benefits from the trillion-dollar investments in AI acceleration

M
Matrix Acceleration

Automatically benefits from the same hardware optimizations driving modern AI advancement.

H
Hardware Convergence

Takes advantage of GPU, NPU, and AI chip optimizations becoming standard in consumer devices.

V
Multi-Vendor Compatible

Works across all major hardware ecosystems: NVIDIA, AMD, Apple, Intel, and ARM architectures.

Core Architecture

Built for performance, privacy, and extensibility

Universal Inbox Pipeline

Intelligent processing of all new information eliminates manual organization

System-wide file operation interception
Multi-format content extraction
Transformer-based analysis
Vector embedding generation
Automated relationship detection

Multi-Modal Retrieval

Find information through multiple intuitive pathways

Natural language queries
Semantic similarity matching
Concept-based navigation
Timeline exploration
Multi-signal relevance ranking

Virtual File System Integration

NeuroFile bridges the gap between traditional applications and its advanced knowledge graph

Seamless Compatibility With Existing Software

NeuroFile presents your knowledge graph as a traditional file system to applications, giving you the best of both worlds: intelligent organization with universal compatibility.

Dynamic View Generation creates familiar folder-like interfaces
Path Translation converts between graph locations and hierarchical paths
Project Preservation maintains intact structures for development tools
Temporal Views provide access to previous versions through the file system

Platform-Specific Implementation

NeuroFile takes a platform-specific approach to integration, tailoring itself to each operating system's unique capabilities:

Windows

Projected File System API
Shell Extension Integration
Explorer Timeline Integration

macOS

File Provider Extension
System Extension
Time Machine-Style Interface

Linux

FUSE Virtual File System
LD_PRELOAD Interception
Temporal FUSE Extensions

Key Differentiators

How NeuroFile fundamentally differs from existing approaches

Beyond File Management

NeuroFile is built as a comprehensive platform with powerful capabilities beyond organization

Multi-Device Synchronization

Work seamlessly across devices with intelligent sync that respects storage limitations

Syncthing Protocol

Works with existing infrastructure while adding knowledge-aware capabilities

Metadata-first sync

Bandwidth optimization

Device-Aware Storage

Smart handling of limited storage on smaller devices

Selective content sync

Intelligent version history

Future Expansion

Development Roadmap

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Join Us

Be among the first to experience NeuroFile. Join our beta program or reach out with questions.

Get in Touch

We're looking for both beta testers and potential team members. Whether you want to try NeuroFile or contribute to its development, we'd love to hear from you.

Email us at

info@neurofile.dev

@NeuroFileAI