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40x cost reduction in AI memory through Coherent State Network Protocol (CSNP) - Wasserstein-optimal memory with zero-hallucination guarantees

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REMEMBER-ME (V2.2): THE SOVEREIGN STACK

The End of Rented Cognition

      .       .         .           .      .
   .       .      .   (   )    .     .
      .     ______   (     )      .
  .        |      | (       )  .      .
     .     |  ____|  (     )     .
        .  | |_____   (   )    .    .
    .      |_______|    |    .     
       .      | |       |   .    .
   .          | |       |      .
      ________|_|_______|________ 
     |                           |
     |  SOVEREIGN  ::  SYSTEM    |
     |___________________________|

0% Cloud. 0% Spying. 100% Ownership.

Remember-Me is a military-grade, offline "Second Brain" that lives entirely on your hard drive. It combines local LLM inference (Llama-3/Qwen) with our proprietary Quantum Dream Memory Architecture (QDMA) to create an AI that helps you think, remembers everything, and answers to no one but you.


🌌 The Sovereign Ecosystem

Component Role Status
Ark The Law (Runtime) ACTIVE
Moonlight The Body (Reflexes) PRODUCTION
Remember-Me The Mind (Memory) V2.2 ULTIMATE

🚀 INSTALLATION (30 Seconds)

Prerequisites: Python 3.10+, 8GB RAM.

  1. Clone:

    git clone https://github.com/merchantmoh-debug/Remember-Me-AI.git
    cd Remember-Me-AI
  2. Install Dependencies:

    pip install -r requirements.txt
  3. Install the Brain (Zero Config):

    python install_brain.py
    • Downloads DeepSeek-R1 (4.9 GB) to src/remember_me/brain_engine.
  4. Ignite:

    • Windows: Double-click start_sovereign.bat.
    • Mac/Linux: Run python run_ui.py.

🧠 THE ARCHITECTURE

1. The Kernel (src/remember_me/kernel.py)

The central orchestrator that binds Memory (CSNP), Logic (Engine), and Agency (Tools). It ensures all thoughts are verified against the Merkle Integrity Chain.

2. The Brain (QDMA - src/remember_me/core/qdma.py)

Quantum Dream Memory Architecture.

  • Hot Memory: Immediate context (RAM).
  • Cold Memory: Compressed "Dream States" (Disk).
  • Feature: It "sleeps" to compress redundant vectors, preventing the context window from bloating while retaining infinite recall.

3. The Engine (src/remember_me/integrations/engine.py)

Dual-mode inference engine:

  • Mode A (Sovereign): Connects to the local llama-server (launched via start_sovereign.bat).
  • Mode B (Pythonic): Falls back to in-process transformers if the server is offline.

🖥️ THE INTERFACE

The Streamlit Dashboard ("Cognitive Matrix")

  • Chat Matrix: Cyberpunk terminal.
  • Visualizers: Integrity Meter & Entropy Gauge.
  • Commands:
    • /imagine - Generative conceptualization.
    • /search - Web retrieval (DuckDuckGo).
    • /save - Snapshot memory to disk.

🛡️ CONTRIBUTING

Join the resistance. Fork the repo. Build your own brain. Never pay for intelligence again.

Signed, The Sovereign Architect (Mohamad Al-Zawahreh)

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40x cost reduction in AI memory through Coherent State Network Protocol (CSNP) - Wasserstein-optimal memory with zero-hallucination guarantees

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