NeuroTide 🚀

Autonomous Torrent Engine with Predictive Streaming, AI-Prioritized Swarming & Privacy-First Delivery

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🌊 Overview

NeuroTide is a next-generation, AI-powered torrent engine built in Python. It redefines peer-to-peer (P2P) file sharing by combining autonomous decision-making, adaptive streaming, and privacy-first delivery.

Key capabilities include:

• Real-time streaming from torrents without waiting for full downloads.
• AI-driven piece prioritization using reinforcement learning for smooth playback.
• Zero-disk privacy mode (RAM-only streaming, ephemeral sessions).
• Multi-device handoff for seamless continuation (PC → Mobile).
• Plugin-based ecosystem for security, subtitles, summarization, and more.

NeuroTide is designed for developers, researchers, and privacy-conscious users who want intelligent, adaptive, and secure torrenting experiences.

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✨ Key Features

• Full Asynchronous Torrent Engine using asyncio
• AI-Powered Piece Swarming (Reinforcement Learning / ML scheduling)
• Streaming over HTTP & WebRTC
• RAM-only, Ephemeral, Privacy-first Modes
• Magnet Link, DHT, UDP & HTTP Tracker Support
• Self-Healing Downloader with peer retry and swarm health monitoring
• Multi-Device Session Continuity (PC → Mobile handoff via QR/NFC)
• Plugin Ecosystem:
  • Virus scanning
  • Auto-subtitle fetching
  • Torrent summarization
  • Audio track switching

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🧩 Use Cases

• Instant Video/Music Streaming without full downloads
• Legal Content Distribution (open datasets, free media, educational content)
• Privacy-Focused Access (RAM-only viewing with zero disk traces)
• Low-Bandwidth Environments (adaptive AI scheduling)
• Research & Development in AI-driven P2P networking

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🚀 Quickstart

Installation

pip install neurotide
# For streaming & AI features:
pip install neurotide[stream,ai]

Basic Usage

from neurotide import TorrentSession
import asyncio

async def main():
    session = TorrentSession("path/to/file.torrent")
    await session.initialize()

    # Start AI-assisted download
    await session.download(file_index=0, strategy="neuro-rl")

    # Stream via built-in HTTP server
    await session.stream(file_index=0, memory_only=True)

asyncio.run(main())

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🛠 Project Structure

neurotide/
├── core/              # Core torrent engine
├── ai/                # AI-based piece prioritization
├── stream/            # HTTP/WebRTC streaming modules
├── privacy/           # Privacy-first and RAM-only mechanisms
├── mobile_handoff/    # QR/NFC-based multi-device handoff
├── plugins/           # Extend with virus scanning, subtitles, etc.
├── cli/               # Command-line interface
├── tests/             # Unit & integration tests
├── docs/              # Documentation and research templates
├── examples/          # Sample scripts
└── README.md

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🔬 Research & Innovation

NeuroTide introduces several novel concepts:

1. AI-based Reinforcement Learning Scheduler – dynamically prioritizes pieces for optimal streaming.

2. Zero-Disk Streaming Mode – ensures ephemeral sessions with no residual data footprint.

3. Privacy-Aware Metadata Masking – obfuscates swarm info.

4. Session Handoff Technology – seamless continuation across multiple devices.

Potential Paper Topics:

• Adaptive AI-Powered Piece Scheduling for P2P Networks

• Zero-Disk Torrent Streaming: Privacy-Aware Data Delivery

• Intelligent Multi-Device File Sharing via Decentralized Swarms

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📦 Requirements

• Python 3.9+

Core Dependencies: fast-bencode, bitstring , aiohttp , starlette , uvicorn , rich

Optional:

• AI: torch , onnxruntime

• Plugins: requests , pyclamd , python-qrcode

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🧪 Development & Testing

# Clone the repository
git clone https://github.com/Brahamanbtp/NeuroTide.git
cd neurotide

# Install in dev mode
pip install -e ".[dev]"

# Run tests
pytest --maxfail=1 --disable-warnings -q

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🤝 Contributing

Contributions are welcome!
Submit issues, feature requests, or pull requests.

Check CONTRIBUTING.md for guidelines.

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🛡 License

MIT License. See LICENSE for details.

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🌐 Related Projects

• libtorrent – C++ torrent engine
• WebTorrent – Browser-based torrenting
• aria2 – Lightweight multi-protocol downloader

NeuroTide is a more intelligent, privacy-focused, and extensible alternative for modern P2P environments.

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💡 Roadmap

• AI prefetcher reinforcement learning training module

• Encrypted swarm communication

• Mobile app companion

• Plugin marketplace

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🏆 Why NeuroTide?

Traditional torrent engines:

• Lack intelligent piece prioritization

• Are not privacy-first

• Rarely support zero-disk streaming or multi-device continuity

NeuroTide redefines P2P sharing for a future-ready, research-driven, privacy-aware world.

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📹 HackOmatic 2025 Submission Highlights

• Autonomous AI agent for torrent piece scheduling

• Real-world impact: faster streaming, privacy-first delivery, adaptive networking

• Demo-ready: zero-disk streaming + multi-device handoff

• Innovation & scalability: plugin ecosystem, AI reinforcement learning, session continuity