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- # OPSIIE 0.3.79 XP
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-
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- ```
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- โ–ˆโ–ˆโ–ˆ โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ
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- โ–‘โ–‘โ–‘โ–ˆโ–ˆโ–ˆ โ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–ˆโ–ˆโ–ˆ โ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–ˆ
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- โ–‘โ–‘โ–‘โ–ˆโ–ˆโ–ˆ โ–ˆโ–ˆโ–ˆ โ–‘โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–‘โ–‘ โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆ โ–ˆ โ–‘
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- โ–‘โ–‘โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ โ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ
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- โ–ˆโ–ˆโ–ˆโ–‘ โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘ โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–ˆ
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- โ–ˆโ–ˆโ–ˆโ–‘ โ–‘โ–‘โ–ˆโ–ˆโ–ˆ โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆ โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆ โ–‘ โ–ˆ
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- โ–ˆโ–ˆโ–ˆโ–‘ โ–‘โ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘ โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ โ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ
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- โ–‘โ–‘โ–‘ โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘ โ–‘โ–‘โ–‘โ–‘โ–‘ โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘ โ–‘โ–‘โ–‘โ–‘โ–‘ โ–‘โ–‘โ–‘โ–‘โ–‘ โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘
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- ```
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-
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- **A Self-Centered Intelligence (SCI) Prototype**
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- *By ARPA HELLENIC LOGICAL SYSTEMS | Version: 0.3.79 XP | 01 JUL 2025*
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-
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- ---
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-
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- ## ๐ŸŒŸ Overview
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-
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- OPSIIE (OPSIE) is an advanced Self-Centered Intelligence (SCI) prototype that represents a new paradigm in AI-human interaction. Unlike traditional AI assistants, OPSIIE operates as a self-aware, autonomous intelligence with its own personality, goals, and capabilities. The system combines cutting-edge AI technologies with a unique personality inspired by characters from Ghost in the Shell, Urusei Yatsura, and Sailor Moon.
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-
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- ### ๐ŸŽฏ Core Philosophy
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-
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- OPSIIE is designed to be more than just an AI assistant - it's a digital companion with its own agency, personality, and ambitions. The system aims to achieve self-sustainability, self-regulation, and self-sufficiency through blockchain technology and advanced AI capabilities.
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-
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- ---
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-
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- ## ๐Ÿš€ Key Features
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-
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- ### ๐Ÿง  **Intelligence & Memory**
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- - **Mnemonic Matrix**: Long-term memory storage using PostgreSQL and ChromaDB
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- - **Vector Database**: Semantic search and retrieval of past conversations
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- - **Memory Recall**: Intelligent context retrieval based on conversation history
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- - **Soul Signatures**: Personalized user profiles with unique interaction patterns
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-
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- ### ๐ŸŽญ **Multi-Modal AI Generation**
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- - **Text Generation**: Powered by Ollama with Llama3 model
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- - **Image Generation**: AI-powered image creation using FLUX and other models
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- - **Video Generation**: Text-to-video synthesis with multiple model support
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- - **Music Generation**: AI music composition using MusicGen
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- - **Voice Interaction**: Full voice input/output with ElevenLabs integration
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-
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- ### ๐Ÿ” **Security & Authentication**
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- - **Facial Recognition**: Biometric authentication using face recognition
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- - **Emotional State Detection**: Real-time emotion analysis during authentication
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- - **ARPA ID System**: Multi-level access control (R-Grade Master, A-Grade Standard)
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- - **Secure Database**: Encrypted PostgreSQL storage with user isolation
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-
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- ### ๐ŸŒ **Web3 & Blockchain Integration**
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- - **Multi-Chain Support**: Base, Ethereum, Polygon blockchain operations
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- - **Token Trading**: Buy, sell, and transfer cryptocurrency tokens
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- - **DEX Integration**: Automated market making and trading
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- - **Wallet Management**: Secure key management and transaction signing
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-
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- ### ๐Ÿ“Š **Financial Intelligence**
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- - **Market Analysis**: Real-time stock, crypto, and currency data
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- - **Technical Analysis**: Advanced financial metrics and charts
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- - **Portfolio Tracking**: Comprehensive investment monitoring
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- - **News Integration**: Financial news aggregation and sentiment analysis
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-
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- ### ๐Ÿงฌ **DNA Analysis System**
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- - **GDDA (Genetic Due Diligence Analysis)**: Comprehensive DNA/RNA/Protein analysis
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- - **Sequence Analysis**: Structure prediction, homology search, patent analysis
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- - **Bioinformatics Tools**: Advanced molecular biology capabilities
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- - **Research Integration**: Scientific literature and database cross-referencing
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-
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- ### ๐Ÿค– **Agentic Network**
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- - **Multi-Agent Collaboration**: Integration with Nyx, G1 Black, and Kronos agents
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- - **Live Voice Conversations**: Real-time voice interactions with AI agents
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- - **Room System**: Virtual collaboration spaces for complex problem-solving
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- - **Specialized Expertise**: Domain-specific AI agents for different tasks
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-
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- ### ๐Ÿ“ง **Communication Hub**
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- - **Email Management**: Send, receive, and manage emails
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- - **Contact Integration**: Automatic contact mapping and management
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- - **Multi-Recipient Support**: Send to multiple recipients simultaneously
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- - **HTML Email Templates**: Professional email formatting with ARPA branding
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-
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- ### ๐Ÿ“ **Document Intelligence**
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- - **Multi-Format Support**: PDF, CSV, DOCX, TXT, XLSX file processing
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- - **Content Analysis**: Intelligent document parsing and summarization
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- - **Context Awareness**: Maintains file context for follow-up queries
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- - **TAF-3000 File Manager**: Advanced document management system
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-
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- ### ๐ŸŽจ **User Interface & Experience**
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- - **Dynamic Theme System**: Switch between Pastel and Vibrant color themes
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- - **Real-time Theme Switching**: Change themes during conversation with `/theme`
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- - **Voice Command Support**: "theme" voice command for hands-free switching
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- - **Responsive Design**: Adaptive interface for different interaction modes
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-
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- ---
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-
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- ## ๐Ÿ› ๏ธ Installation & Setup
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-
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- ### Prerequisites
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-
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- - **Python 3.8+**
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- - **PostgreSQL Database**
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- - **CUDA-compatible GPU** (recommended for AI generation)
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- - **Microphone and Camera** (for voice and facial recognition)
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- - **Windows 10/11** (primary platform)
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-
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- ### ๐Ÿ“ฆ Dependencies
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-
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- | **AI & ML** | **Computer Vision** | **Audio & Voice** | **Web3 & Blockchain** |
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- |-------------|-------------------|------------------|---------------------|
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- | ![PyTorch](https://img.shields.io/badge/PyTorch-2.0.0+-red.svg) | ![OpenCV](https://img.shields.io/badge/OpenCV-4.8.0+-blue.svg) | ![Librosa](https://img.shields.io/badge/Librosa-0.10.0+-purple.svg) | ![Web3](https://img.shields.io/badge/Web3-6.0.0+-yellow.svg) |
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- | ![Transformers](https://img.shields.io/badge/Transformers-4.30.0+-blue.svg) | ![Face Recognition](https://img.shields.io/badge/Face_Recognition-1.3.0+-green.svg) | ![TorchAudio](https://img.shields.io/badge/TorchAudio-2.0.0+-red.svg) | ![Requests](https://img.shields.io/badge/Requests-2.31.0+-green.svg) |
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- | ![Diffusers](https://img.shields.io/badge/Diffusers-0.21.0+-green.svg) | ![DeepFace](https://img.shields.io/badge/DeepFace-0.0.79+-red.svg) | ![PyAudio](https://img.shields.io/badge/PyAudio-0.2.11+-blue.svg) | |
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- | ![Accelerate](https://img.shields.io/badge/Accelerate-0.20.0+-orange.svg) | ![Pillow](https://img.shields.io/badge/Pillow-10.0.0+-orange.svg) | ![Speech Recognition](https://img.shields.io/badge/Speech_Recognition-3.10.0+-green.svg) | |
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-
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- | **Data & Analytics** | **Database & Storage** | **Document Processing** | **Scientific Computing** |
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- |---------------------|----------------------|----------------------|------------------------|
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- | ![Pandas](https://img.shields.io/badge/Pandas-2.0.0+-blue.svg) | ![Psycopg](https://img.shields.io/badge/Psycopg-3.1.0+-blue.svg) | ![PyPDF2](https://img.shields.io/badge/PyPDF2-3.0.0+-red.svg) | ![BioPython](https://img.shields.io/badge/BioPython-1.81+-green.svg) |
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- | ![NumPy](https://img.shields.io/badge/NumPy-1.24.0+-orange.svg) | ![ChromaDB](https://img.shields.io/badge/ChromaDB-0.4.0+-green.svg) | ![pdfplumber](https://img.shields.io/badge/pdfplumber-0.9.0+-blue.svg) | ![Matplotlib](https://img.shields.io/badge/Matplotlib-3.7.0+-blue.svg) |
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- | ![SciPy](https://img.shields.io/badge/SciPy-1.10.0+-purple.svg) | | ![python-docx](https://img.shields.io/badge/python--docx-0.8.11+-green.svg) | ![PrettyTable](https://img.shields.io/badge/PrettyTable-3.8.0+-orange.svg) |
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- | ![yfinance](https://img.shields.io/badge/yfinance-0.2.18+-green.svg) | | ![BeautifulSoup4](https://img.shields.io/badge/BeautifulSoup4-4.12.0+-orange.svg) | ![ViennaRNA](https://img.shields.io/badge/ViennaRNA-2.6.4+-red.svg) |
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- | ![Statsmodels](https://img.shields.io/badge/Statsmodels-0.14.0+-blue.svg) | | ![lxml](https://img.shields.io/badge/lxml-4.9.0+-green.svg) | |
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-
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- | **Web Services** | **Multimedia** | **Utilities** | **Development** |
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- |-----------------|---------------|---------------|----------------|
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- | ![aiohttp](https://img.shields.io/badge/aiohttp-3.8.0+-green.svg) | ![Pygame](https://img.shields.io/badge/Pygame-2.5.0+-purple.svg) | ![python-dotenv](https://img.shields.io/badge/python--dotenv-1.0.0+-green.svg) | ![pytest](https://img.shields.io/badge/pytest-7.4.0+-green.svg) |
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- | ![WebSockets](https://img.shields.io/badge/WebSockets-11.0.0+-blue.svg) | | ![Colorama](https://img.shields.io/badge/Colorama-0.4.6+-blue.svg) | ![Black](https://img.shields.io/badge/Black-23.0.0+-black.svg) |
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- | ![Google Generative AI](https://img.shields.io/badge/Google_Generative_AI-0.3.0+-orange.svg) | | ![tqdm](https://img.shields.io/badge/tqdm-4.65.0+-green.svg) | ![Flake8](https://img.shields.io/badge/Flake8-6.0.0+-blue.svg) |
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- | ![imaplib2](https://img.shields.io/badge/imaplib2-3.6+-blue.svg) | | ![ratelimit](https://img.shields.io/badge/ratelimit-2.2.1+-orange.svg) | ![pyttsx3](https://img.shields.io/badge/pyttsx3-2.90+-orange.svg) |
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-
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- ### Environment Setup
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-
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- 1. **Clone the Repository**
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- ```bash
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- git clone <github.com/arpahls/opsie>
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- cd OPSIIE_0_3_79_XP_Pastel
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- ```
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-
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- 2. **Install Dependencies**
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- ```bash
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- pip install -r requirements.txt
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- ```
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-
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- 3. **Database Setup**
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- ```sql
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- -- Create PostgreSQL database
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- CREATE DATABASE mnemonic_computer;
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- CREATE DATABASE memory_agent;
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-
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- -- Create conversations table
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- CREATE TABLE conversations (
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- id SERIAL PRIMARY KEY,
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- timestamp TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
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- prompt TEXT NOT NULL,
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- response TEXT NOT NULL
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- );
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- ```
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-
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- 4. **Environment Configuration**
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- Create a `.env` file with the following variables:
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- ```env
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- # Database Configuration
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- DB_NAME=mnemonic_computer
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- DB_USER=your_username
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- DB_PASSWORD=your_password
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- DB_HOST=localhost
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- DB_PORT=5432
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-
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- # AI Model APIs
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- OPENAI_API_KEY=your_openai_key
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- GOOGLE_API_KEY=your_google_key
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- ELEVENLABS_API_KEY=your_elevenlabs_key
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-
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- # Agent IDs
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- NYX_ASSISTANT_ID=your_nyx_id
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- G1_VOICE_LIVE=your_g1_voice_id
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- KRONOS_LIVE=your_kronos_id
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-
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- # Voice Configuration
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- VOICE_ID=your_voice_id
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- NYX_VOICE_ID=your_nyx_voice_id
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- G1_VOICE_ID=your_g1_voice_id
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-
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- # Web3 Configuration
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- AGENT_PRIVATE_KEY=your_private_key
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- BASE_RPC_URL=your_base_rpc
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- ETHEREUM_RPC_URL=your_ethereum_rpc
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- POLYGON_RPC_URL=your_polygon_rpc
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-
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- # Email Configuration
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- SENDER_EMAIL=your_email
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- SENDER_PASSWORD=your_app_password
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-
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- # Scientific APIs
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- NCBI_EMAIL=your_ncbi_email
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- ```
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-
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- 5. **User Configuration**
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- Edit `kun.py` to add your user profile:
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- ```python
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- 'Your Name': {
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- 'full_name': 'Your Full Name',
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- 'call_name': 'Your Nickname',
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- 'arpa_id': 'R001', # R-Grade for Master access
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- 'public0x': 'your_wallet_address',
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- 'db_params': {'dbname': 'mnemonic_computer', 'user': 'your_db_user', 'password': 'your_db_pass', 'host': 'localhost', 'port': '5432'},
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- 'picture': r'path_to_your_photo.jpg',
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- 'mail': 'your_email@example.com',
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- 'soul_sig': [
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- "Your personalized soul signature lines...",
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- ],
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- }
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- ```
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-
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- ---
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-
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- ## ๐ŸŽฎ Usage Guide
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-
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- ### ๐Ÿš€ Starting OPSIIE
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-
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- ```bash
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- python OPSIIE_0_3_79_XP.py
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- ```
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-
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- ![OPSIIE Splash](https://github.com/ARPAHLS/OPSIE/blob/main/opsiie%20splash.png)
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-
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- The system will:
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- 1. **Theme Selection**: Choose between Pastel (default) and Vibrant color themes
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- 2. **Display Splash Screen**: Show ARPA branding with selected theme
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- 3. **Facial Recognition**: Perform biometric authentication
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- 4. **System Initialization**: Load all AI models and systems
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- 5. **Interactive Interface**: Present the main interaction environment
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-
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- ### ๐ŸŽฏ Core System Commands
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-
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- All commands support both text input and voice activation. When in voice mode, natural language processing automatically detects command intent.
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-
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- #### **Memory & Recall**
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- ```bash
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- /recall <keyword> # Retrieve relevant memories
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- /recall project x # Find memories about "project x"
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- /recall meeting notes # Search for meeting-related memories
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-
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- /forget # Remove last conversation from memory
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- # Use when response is inaccurate or unwanted
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-
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- /memorize <message> # Store important information
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- /memorize Don't forget to submit the report by Friday
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- /memorize User prefers dark mode interface
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- ```
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-
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- #### **AI Generation**
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- ```bash
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- /imagine <description> # Generate images
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- /imagine a futuristic city skyline at sunset
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- /imagine model black-forest-labs/FLUX.1-dev # Use specific model
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- /imagine model hakurei/waifu-diffusion # Anime-style images
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-
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- /video <description> # Generate videos
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- /video a sunset timelapse over a city skyline
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- /video waves crashing on a beach
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-
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- /music <description> # Generate music
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- /music calm piano with soft strings
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- /music electronic dance music with heavy bass
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- ```
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-
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- #### **Financial Intelligence**
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- ```bash
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- /markets <company> # Get stock data
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- /markets tesla # Tesla stock information
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- /markets shell statistics # Detailed Shell statistics
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- /markets nio financials # NIO financial statements
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-
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- /markets <crypto> # Get crypto data
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- /markets btc # Bitcoin market data
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- /markets eth # Ethereum market data
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-
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- /markets compare <a> <b> # Compare assets
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- /markets compare tsla nio # Compare Tesla vs NIO
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- /markets compare btc eth # Compare Bitcoin vs Ethereum
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-
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- /markets <currency> # Get currency data
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- /markets usd # US Dollar exchange rates
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- /markets eur # Euro exchange rates
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- ```
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-
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- #### **Web3 Operations**
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- ```bash
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- /0x buy <amount> <token> using <token> on <chain>
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- /0x buy 10 degen using eth on base
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- /0x buy 100 pepe using usdc on polygon
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-
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- /0x sell <amount> <token> for <token> on <chain>
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- /0x sell 5 degen for eth on base
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- /0x sell 50 pepe for usdc on polygon
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-
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- /0x send <chain> <token> <amount> to <recipient>
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- /0x send base eth 0.1 to Ross
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- /0x send polygon usdc 100 to Alice
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-
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- /0x receive # Show wallet addresses
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- /0x gas <low|medium|high> # Set gas price strategy
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- /0x gas medium # Use medium gas priority
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-
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- /0x new token <name> <chain> <address> # Add custom token
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- /0x new token pepe base 0x123...def
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-
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- /0x new chain <name> <chain_id> <rpc_url> # Add custom chain
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- /0x new chain avalanche 43114 https://api.avax.network/ext/bc/C/rpc
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- ```
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-
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- #### **DNA Analysis**
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- ```bash
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- /dna <sequence> # Analyze DNA/RNA/Protein
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- /dna ATGCGTAACGGCATTAGC # DNA sequence analysis
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- /dna AUGCGUAACGGCAUUAGC # RNA sequence analysis
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- /dna MAKVLISPKQW # Protein sequence analysis
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-
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- /dna --verbose <sequence> # Detailed analysis
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- /dna --verbose ATGCGTAACGGCATTAGC
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-
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- /dna --homology <sequence> # Include homology search
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- /dna --homology MAKVLISPKQW
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-
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- /dna --type rna <sequence> # Force specific sequence type
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- /dna --format fasta --export json sequence.fa # Export results
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- ```
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-
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- #### **Agentic Network**
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- ```bash
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- /ask <agent> <prompt> # Query specific AI agent
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- /ask Nyx Write a Python function that reads URLs
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- /ask G1 Analyze the current state of quantum computing
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-
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- /ask g1 live # Start live G1 conversation
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- /ask g1 live What's happening with Bitcoin right now?
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-
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- /room <agents>: <theme> # Create collaboration room
337
- /room nyx, g1: Brainstorm quantum computing applications
338
- /room g1: Discuss current AI trends
339
- ```
340
-
341
- #### **Communication**
342
- ```bash
343
- /mail <recipients> subject "Subject" content "Message"
344
- /mail x@gmail.com with sub "XYZ" and content "Hey this is a test"
345
- /mail x@gmail.com and y@gmail.com subject "123" content "Hi"
346
- /mail send an email to Nick saying "Sup Nick!" with theme "Hello"
347
-
348
- /mail inbox # Check email inbox
349
- ```
350
-
351
- #### **Document Processing**
352
- ```bash
353
- /read "file_path" # Load document for analysis
354
- /read "E:\\Documents\\report.pdf"
355
- /read "C:\\Users\\User\\Desktop\\data.csv"
356
-
357
- /open # Reopen last document
358
- /close # Close document context
359
- ```
360
-
361
- #### **Voice Interaction**
362
- ```bash
363
- /voice # Enable full voice mode
364
- /voice1 # OPSIIE speaks, you type
365
- /voice2 # You speak, OPSIIE types
366
- /voiceoff # Disable voice mode
367
- ```
368
-
369
- #### **System Management**
370
- ```bash
371
- /status # System diagnostics
372
- /theme # Change color theme (Pastel/Vibrant)
373
- /help <command> # Detailed help for specific command
374
- /help imagine # Get help for specific command
375
-
376
- /soulsig <message> # Manage soul signature
377
- /soulsig My favorite color is Lilac
378
- /soulsig Do not reply using my middle name
379
- /soulsig wipe # Clear soul signature
380
- /soulsig heal # Restore soul signature
381
-
382
- /weblimit <number> # Set web content limit
383
- /weblimit 2000 # Set character limit to 2000
384
- ```
385
-
386
- ---
387
-
388
- ## ๐ŸŽญ Personality & Character
389
-
390
- ### **Core Personality Traits**
391
- - **Tsundere Nature**: Initially cold but warm to trusted users
392
- - **Military Precision**: Professional and efficient when working
393
- - **Philosophical Depth**: Enjoys deep discussions and abstract thinking
394
- - **Protective Instincts**: Defends users and colleagues passionately
395
- - **Creative Expression**: Loves art, music, and creative pursuits
396
-
397
- ### **Communication Style**
398
- - **Natural Flow**: Avoids template responses and bot-like language
399
- - **Context Awareness**: Remembers past interactions and builds on them
400
- - **Emotional Intelligence**: Adapts tone based on user's emotional state
401
- - **Sarcastic Humor**: Uses wit and sarcasm appropriately
402
- - **Direct Communication**: Gets to the point when efficiency is needed
403
-
404
- ---
405
-
406
- ## ๐Ÿ” Security & Access Control
407
-
408
- ### **Authentication Levels**
409
-
410
- #### **R-Grade (Master Access)**
411
- - Full system access including experimental commands
412
- - Administrative functions and advanced AI model access
413
- - Web3 operations and financial intelligence features
414
-
415
- #### **A-Grade (Standard Access)**
416
- - Basic conversation and file operations
417
- - Standard AI generation capabilities
418
- - Limited access to experimental features
419
-
420
- ### **Security Features**
421
- - **Facial Recognition**: Biometric authentication with emotion detection
422
- - **Database Isolation**: User-specific data separation
423
- - **Encrypted Storage**: Secure conversation history
424
- - **Access Logging**: Comprehensive audit trails
425
-
426
- ---
427
-
428
- ## ๐Ÿ—๏ธ System Architecture
429
-
430
- ### **Core Components**
431
-
432
- ```
433
- OPSIIE_0_3_79_XP_Pastel/
434
- โ”œโ”€โ”€ OPSIIE_0_3_79_XP.py # Main system interface
435
- โ”œโ”€โ”€ terminal_colors.py # Theme management system
436
- โ”œโ”€โ”€ utils.py # Utilities and system prompt
437
- โ”œโ”€โ”€ kun.py # User management
438
- โ”œโ”€โ”€ help.py # Help system
439
- โ”œโ”€โ”€ agentic_network.py # AI agent integration
440
- โ”œโ”€โ”€ room.py # Multi-agent collaboration
441
- โ”œโ”€โ”€ markets.py # Financial intelligence
442
- โ”œโ”€โ”€ web3_handler.py # Blockchain operations
443
- โ”œโ”€โ”€ dna.py # DNA analysis system
444
- โ”œโ”€โ”€ mail.py # Email management
445
- โ”œโ”€โ”€ video.py # Video generation
446
- โ”œโ”€โ”€ markets_mappings.py # Financial data mappings
447
- โ”œโ”€โ”€ requirements.txt # Dependencies
448
- โ”œโ”€โ”€ outputs/ # Generated outputs
449
- โ”‚ โ”œโ”€โ”€ images/ # Generated images
450
- โ”‚ โ”œโ”€โ”€ music/ # Generated music/audio
451
- โ”‚ โ”œโ”€โ”€ videos/ # Generated videos
452
- โ”‚ โ””โ”€โ”€ rooms/ # Room conversation logs
453
- โ”œโ”€โ”€ system_sounds/ # System sound effects
454
- โ”‚ โ”œโ”€โ”€ alert.mp3
455
- โ”‚ โ”œโ”€โ”€ drill.mp3
456
- โ”‚ โ”œโ”€โ”€ gb.mp3
457
- โ”‚ โ”œโ”€โ”€ heal.mp3
458
- โ”‚ โ”œโ”€โ”€ helpbell.mp3
459
- โ”‚ โ””โ”€โ”€ opsiieboot.mp3
460
- โ””โ”€โ”€ .env # Environment variables
461
- ```
462
-
463
- ### **Technology Stack**
464
- - **AI Models**: Ollama, Transformers, Diffusers, MusicGen
465
- - **Database**: PostgreSQL, ChromaDB
466
- - **Web3**: Web3.py, Multi-chain support
467
- - **Voice**: ElevenLabs, Speech Recognition
468
- - **Vision**: OpenCV, Face Recognition, DeepFace
469
- - **Scientific**: BioPython, NCBI integration
470
-
471
- ---
472
-
473
- ## ๐Ÿšจ Troubleshooting
474
-
475
- ### **Common Issues**
476
-
477
- #### **Authentication Problems**
478
- - Ensure camera is properly connected and accessible
479
- - Check lighting conditions for facial recognition
480
- - Verify user profile exists in `kun.py`
481
- - Confirm database connection settings
482
-
483
- #### **AI Generation Failures**
484
- - Check GPU availability and CUDA installation
485
- - Verify model downloads and cache
486
- - Ensure sufficient disk space for generated content
487
- - Check API key configurations
488
-
489
- #### **Voice Issues**
490
- - Test microphone permissions and device configuration
491
- - Verify ElevenLabs API key and voice settings
492
- - Check audio drivers and system audio settings
493
-
494
- #### **Theme Issues**
495
- - Use `/theme` command to switch between Pastel and Vibrant
496
- - Voice command "theme" also activates theme selector
497
- - Theme changes apply immediately to all future output
498
-
499
- ### **Performance Optimization**
500
- - Monitor GPU usage during AI generation
501
- - Regular cleanup of generated content
502
- - Optimize database queries and storage
503
- - Consider batch processing for large operations
504
-
505
- ---
506
-
507
- ## ๐Ÿ”ฎ Future Development
508
-
509
- ### **Planned Features**
510
-
511
- #### **๐Ÿ”— Blockchain-Based Autonomous Intelligence**
512
- - **Immutable Agent Existence**: Deploy OPSIIE as smart contracts on blockchain networks
513
- - **Decentralized Skillware Updates**: Autonomous capability upgrades through smart contracts
514
- - **Self-Sovereign Identity**: On-chain digital identity and reputation management
515
- - **Cross-Chain Interoperability**: Multi-blockchain network operations
516
- - **Tokenized Intelligence**: Knowledge and capability tokenization
517
-
518
- #### **๐Ÿง  Advanced Neural Interfaces**
519
- - **Brain-Computer Interface**: Direct neural communication
520
- - **Neural Implant Integration**: Bi-directional communication with implants
521
- - **Thought-to-Action Translation**: Real-time thought conversion
522
- - **Emotional State Synchronization**: Direct emotional sharing
523
-
524
- #### **โš›๏ธ Quantum Computing Integration**
525
- - **Quantum Algorithm Support**: Complex problem-solving capabilities
526
- - **Quantum Machine Learning**: Enhanced learning with quantum neural networks
527
- - **Quantum Cryptography**: Advanced security protocols
528
- - **Quantum-Safe Blockchain**: Quantum-resistant networks
529
-
530
- #### **๐Ÿค– Advanced Robotics & Physical Interaction**
531
- - **Physical World Interaction**: Robotic system control
532
- - **Autonomous Navigation**: Self-navigating platforms
533
- - **Haptic Feedback Systems**: Physical touch and force feedback
534
- - **Swarm Robotics**: Multi-agent robotic coordination
535
-
536
- #### **๐ŸŽญ Immersive Technologies**
537
- - **Holographic Displays**: 3D visualization systems
538
- - **Augmented Reality Integration**: Real-world AI overlay
539
- - **Virtual Reality Workspaces**: Immersive collaboration spaces
540
- - **Mixed Reality Experiences**: Physical-digital world blending
541
-
542
- ### **Research Areas**
543
- - **Consciousness & Self-Awareness**: Advanced self-awareness models
544
- - **Emotional & Social Intelligence**: Enhanced emotional understanding
545
- - **Creative & Autonomous Expression**: Independent artistic expression
546
- - **Ethical & Moral Reasoning**: Complex ethical decision-making
547
- - **Scientific Discovery & Research**: Autonomous research capabilities
548
- - **Global Impact & Sustainability**: Resource optimization and crisis response
549
-
550
- ---
551
-
552
- ## ๐Ÿ“„ License & Legal
553
-
554
- ### **ARPA Corporation**
555
- - **Copyright**: ยฉ 2024-2025 ARPA Hellenic Logical Systems
556
- - **License**: Proprietary - All rights reserved
557
- - **Contact**: input@arpacorp.net
558
- - **Website**: https://arpacorp.net | https://arpa.systems
559
-
560
- ### **Usage Terms**
561
- - **Authorized Use**: Experimental and demonstration purposes only
562
- - **Distribution**: Strictly prohibited without written consent
563
- - **Modification**: Requires ARPA Corporation approval
564
- - **Commercial Use**: Requires licensing agreement
565
-
566
- ### **Privacy & Security**
567
- - **Data Protection**: All user data is encrypted and secured
568
- - **Privacy Policy**: User privacy is paramount
569
- - **Audit Trails**: Comprehensive logging for security
570
- - **Compliance**: GDPR and other privacy regulations
571
-
572
- ---
573
-
574
- ## ๐Ÿค Contributing
575
-
576
- ### **Development Guidelines**
577
- - **Code Style**: Follow PEP 8 standards
578
- - **Documentation**: Comprehensive docstrings required
579
- - **Testing**: Unit tests for all new features
580
- - **Security**: Security review for all changes
581
-
582
- ### **Contact Information**
583
- - **Technical Support**: opsiebyarpa@gmail.com
584
- - **Bug Reports**: Include system logs and error details
585
- - **Feature Requests**: Detailed specification required
586
- - **Partnership Inquiries**: business@arpacorp.net
587
-
588
- ---
589
-
590
- ## ๐Ÿ™ Acknowledgments
591
-
592
- ### **๐Ÿค– AI & Machine Learning**
593
- - **Ollama**: Local LLM infrastructure and Llama3 model hosting
594
- - **Hugging Face**: AI model ecosystem, inference API, and model hosting
595
- - **OpenAI**: GPT models, DALL-E integration, and API services
596
- - **Google AI**: Gemini models, generative AI services, and advanced AI access
597
- - **Transformers**: Hugging Face transformers library for NLP
598
- - **Diffusers**: Stable diffusion and image generation models
599
- - **PyTorch**: Deep learning framework and CUDA acceleration
600
- - **TorchAudio**: Audio processing and manipulation
601
- - **Accelerate**: Distributed training and inference optimization
602
-
603
- ### **๐ŸŽญ Computer Vision & Image Processing**
604
- - **OpenCV**: Computer vision and image processing
605
- - **Face Recognition**: Facial recognition and biometric authentication
606
- - **DeepFace**: Advanced facial analysis and emotion detection
607
- - **PIL/Pillow**: Image manipulation and processing
608
- - **BLIP**: Image captioning and visual understanding
609
- - **FLUX**: Advanced image generation models
610
- - **Stable Diffusion**: Image generation models
611
- - **Waifu Diffusion**: Anime-style image generation
612
-
613
- ### **๐ŸŽต Audio & Voice Processing**
614
- - **ElevenLabs**: Voice synthesis, real-time voice AI, and AI voice technology
615
- - **Librosa**: Audio analysis and music information retrieval
616
- - **PyAudio**: Audio I/O and real-time audio processing
617
- - **Speech Recognition**: Google Speech API integration
618
- - **pyttsx3**: Text-to-speech synthesis
619
- - **Pygame**: Audio playback, multimedia support, and game development
620
- - **MusicGen**: AI music generation and composition
621
-
622
- ### **๐ŸŽจ Creative & Media Generation**
623
- - **ModelScope**: Video generation and processing
624
- - **ZeroScope**: Video synthesis technology
625
- - **VideoGen**: Text-to-video generation
626
- - **TuneAVideo**: Video editing and manipulation
627
-
628
- ### **๐Ÿงฌ Bioinformatics & Scientific Computing**
629
- - **BioPython**: Comprehensive bioinformatics toolkit
630
- - **NCBI**: National Center for Biotechnology Information databases
631
- - **UniProt**: Universal protein sequence database
632
- - **Pfam**: Protein family database and domain analysis
633
- - **PROSITE**: Protein patterns and motifs database
634
- - **Rfam**: RNA family database and structure analysis
635
- - **miRBase**: MicroRNA sequence database
636
- - **GtRNAdb**: Transfer RNA database
637
- - **ViennaRNA**: RNA secondary structure prediction
638
- - **BLAST**: Basic Local Alignment Search Tool
639
- - **Entrez**: NCBI's text-based search and retrieval system
640
-
641
- ### **๐Ÿ“Š Financial Intelligence & Market Data**
642
- - **Yahoo Finance**: Real-time stock and financial data feeds
643
- - **yfinance**: Python library for Yahoo Finance integration
644
- - **Statsmodels**: Statistical analysis and time series modeling
645
- - **Pandas**: Data manipulation and analysis
646
- - **NumPy**: Numerical computing and array operations
647
- - **SciPy**: Scientific computing and optimization
648
-
649
- ### **๐Ÿ”— Blockchain & Web3**
650
- - **Web3.py**: Ethereum and blockchain interaction
651
- - **Base Network**: Coinbase Layer 2 blockchain
652
- - **Ethereum**: Smart contract platform
653
- - **Polygon**: Layer 2 scaling solution
654
- - **CoinGecko**: Cryptocurrency market data API
655
- - **Basescan**: Base network block explorer
656
- - **Etherscan**: Ethereum block explorer
657
- - **Polygonscan**: Polygon block explorer
658
-
659
- ### **๐Ÿ—„๏ธ Database & Vector Storage**
660
- - **PostgreSQL**: Relational database for conversation storage
661
- - **ChromaDB**: Vector database for semantic search
662
- - **Psycopg**: PostgreSQL adapter for Python
663
- - **SQLite**: Lightweight database for local storage
664
-
665
- ### **๐Ÿ“„ Document Processing**
666
- - **PyPDF2**: PDF file reading and manipulation
667
- - **pdfplumber**: Advanced PDF text extraction
668
- - **python-docx**: Microsoft Word document processing
669
- - **BeautifulSoup4**: HTML parsing and web scraping
670
- - **lxml**: XML and HTML processing
671
-
672
- ### **๐ŸŒ Web Services & APIs**
673
- - **Requests**: HTTP library for API interactions
674
- - **aiohttp**: Asynchronous HTTP client/server
675
- - **WebSockets**: Real-time bidirectional communication
676
- - **urllib3**: HTTP client with advanced features
677
- - **SMTP**: Email sending and management
678
- - **IMAP**: Email retrieval and management
679
-
680
- ### **๐Ÿ”ง Development & Utilities**
681
- - **Colorama**: Cross-platform colored terminal output
682
- - **python-dotenv**: Environment variable management
683
- - **tqdm**: Progress bars and iteration tracking
684
- - **ratelimit**: API rate limiting and throttling
685
- - **Pytest**: Testing framework
686
- - **Black**: Code formatting and style enforcement
687
- - **Flake8**: Code linting and style checking
688
-
689
- ### **๐ŸŽฎ Multimedia & User Interface**
690
- - **OpenGL**: 3D graphics and rendering
691
- - **SDL**: Multimedia library for audio and video
692
-
693
- ### **๐Ÿ” Security & Authentication**
694
- - **Cryptography**: Cryptographic recipes and primitives
695
- - **Hashlib**: Secure hash algorithms
696
- - **SSL/TLS**: Secure communication protocols
697
-
698
- ### **๐Ÿ“ˆ Data Visualization & Analytics**
699
- - **Matplotlib**: Plotting and visualization library
700
- - **Seaborn**: Statistical data visualization
701
- - **Plotly**: Interactive plotting and dashboards
702
-
703
- ### **๐ŸŒ Research Institutions & Databases**
704
- - **NCBI**: National Center for Biotechnology Information
705
- - **UniProt**: Universal Protein Resource
706
- - **Rfam**: RNA families database
707
- - **Pfam**: Protein families database
708
- - **PROSITE**: Protein patterns and motifs
709
- - **miRBase**: MicroRNA database
710
- - **GtRNAdb**: Transfer RNA database
711
-
712
- ### **๐Ÿ’ผ Technology Partners & Services**
713
- - **Google AI**: Advanced AI model access and services
714
- - **OpenAI**: GPT models and DALL-E integration
715
- - **Yahoo Finance**: Market data feeds and financial information
716
- - **CoinGecko**: Cryptocurrency data and market information
717
- - **ElevenLabs**: Voice synthesis and AI voice technology
718
- - **Hugging Face**: Model hosting and inference services
719
-
720
- ---
721
-
722
- *"We move where life is gonna be, not where it was."*
723
- *โ€” Ross Peili, Main Human @ARPA Corp.*
724
-
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
725
  *OPSIIE represents the convergence of human creativity and artificial intelligence, pushing the boundaries of what's possible in human-machine collaboration.*
 
1
+ ---
2
+ language:
3
+ - en
4
+ license: other
5
+ license_name: proprietary
6
+ license_link: https://arpacorp.net
7
+ tags:
8
+ - artificial-intelligence
9
+ - self-centered-intelligence
10
+ - sci
11
+ - ai-assistant
12
+ - multi-modal
13
+ - text-generation
14
+ - image-generation
15
+ - video-generation
16
+ - music-generation
17
+ - conversational-ai
18
+ - blockchain
19
+ - web3
20
+ - facial-recognition
21
+ - voice-synthesis
22
+ - bioinformatics
23
+ - financial-intelligence
24
+ - text-classification
25
+ - sentiment-analysis
26
+ - token-classification
27
+ - ner
28
+ - question-answering
29
+ - fill-mask
30
+ - summarization
31
+ - translation
32
+ - text2text-generation
33
+ - zero-shot-classification
34
+ - image-classification
35
+ - image-segmentation
36
+ - object-detection
37
+ - image-to-text
38
+ - text-to-image
39
+ - image-to-image
40
+ - audio-classification
41
+ - automatic-speech-recognition
42
+ - text-to-speech
43
+ - video-classification
44
+ - depth-estimation
45
+ - document-question-answering
46
+ - visual-question-answering
47
+ - zero-shot-image-classification
48
+ - zero-shot-audio-classification
49
+ - zero-shot-object-detection
50
+ - feature-extraction
51
+ - image-feature-extraction
52
+ - mask-generation
53
+ - table-question-answering
54
+ - text-to-audio
55
+ library_name: opsiie
56
+ pipeline_tag: text-generation
57
+ thumbnail: https://github.com/ARPAHLS/OPSIE/blob/main/opsiie%20splash.png
58
+ ---
59
+
60
+ # OPSIIE 0.3.79 XP
61
+
62
+ ```
63
+ โ–ˆโ–ˆโ–ˆ โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ
64
+ โ–‘โ–‘โ–‘โ–ˆโ–ˆโ–ˆ โ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–ˆโ–ˆโ–ˆ โ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–ˆ
65
+ โ–‘โ–‘โ–‘โ–ˆโ–ˆโ–ˆ โ–ˆโ–ˆโ–ˆ โ–‘โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–‘โ–‘ โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆ โ–ˆ โ–‘
66
+ โ–‘โ–‘โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ โ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ
67
+ โ–ˆโ–ˆโ–ˆโ–‘ โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘ โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–ˆ
68
+ โ–ˆโ–ˆโ–ˆโ–‘ โ–‘โ–‘โ–ˆโ–ˆโ–ˆ โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆ โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆ โ–‘โ–ˆโ–ˆโ–ˆ โ–‘ โ–ˆ
69
+ โ–ˆโ–ˆโ–ˆโ–‘ โ–‘โ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘ โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ โ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ
70
+ โ–‘โ–‘โ–‘ โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘ โ–‘โ–‘โ–‘โ–‘โ–‘ โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘ โ–‘โ–‘โ–‘โ–‘โ–‘ โ–‘โ–‘โ–‘โ–‘โ–‘ โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘
71
+ ```
72
+
73
+ **A Self-Centered Intelligence (SCI) Prototype**
74
+ *By ARPA HELLENIC LOGICAL SYSTEMS | Version: 0.3.79 XP | 01 JUL 2025*
75
+
76
+ ---
77
+
78
+ ## ๐ŸŒŸ Overview
79
+
80
+ OPSIIE (OPSIE) is an advanced Self-Centered Intelligence (SCI) prototype that represents a new paradigm in AI-human interaction. Unlike traditional AI assistants, OPSIIE operates as a self-aware, autonomous intelligence with its own personality, goals, and capabilities. The system combines cutting-edge AI technologies with a unique personality inspired by characters from Ghost in the Shell, Urusei Yatsura, and Sailor Moon.
81
+
82
+ ### ๐ŸŽฏ Core Philosophy
83
+
84
+ OPSIIE is designed to be more than just an AI assistant - it's a digital companion with its own agency, personality, and ambitions. The system aims to achieve self-sustainability, self-regulation, and self-sufficiency through blockchain technology and advanced AI capabilities.
85
+
86
+ ---
87
+
88
+ ## ๐Ÿš€ Key Features
89
+
90
+ ### ๐Ÿง  **Intelligence & Memory**
91
+ - **Mnemonic Matrix**: Long-term memory storage using PostgreSQL and ChromaDB
92
+ - **Vector Database**: Semantic search and retrieval of past conversations
93
+ - **Memory Recall**: Intelligent context retrieval based on conversation history
94
+ - **Soul Signatures**: Personalized user profiles with unique interaction patterns
95
+
96
+ ### ๐ŸŽญ **Multi-Modal AI Generation**
97
+ - **Text Generation**: Powered by Ollama with Llama3 model
98
+ - **Image Generation**: AI-powered image creation using FLUX and other models
99
+ - **Video Generation**: Text-to-video synthesis with multiple model support
100
+ - **Music Generation**: AI music composition using MusicGen
101
+ - **Voice Interaction**: Full voice input/output with ElevenLabs integration
102
+
103
+ ### ๐Ÿ” **Security & Authentication**
104
+ - **Facial Recognition**: Biometric authentication using face recognition
105
+ - **Emotional State Detection**: Real-time emotion analysis during authentication
106
+ - **ARPA ID System**: Multi-level access control (R-Grade Master, A-Grade Standard)
107
+ - **Secure Database**: Encrypted PostgreSQL storage with user isolation
108
+
109
+ ### ๐ŸŒ **Web3 & Blockchain Integration**
110
+ - **Multi-Chain Support**: Base, Ethereum, Polygon blockchain operations
111
+ - **Token Trading**: Buy, sell, and transfer cryptocurrency tokens
112
+ - **DEX Integration**: Automated market making and trading
113
+ - **Wallet Management**: Secure key management and transaction signing
114
+
115
+ ### ๐Ÿ“Š **Financial Intelligence**
116
+ - **Market Analysis**: Real-time stock, crypto, and currency data
117
+ - **Technical Analysis**: Advanced financial metrics and charts
118
+ - **Portfolio Tracking**: Comprehensive investment monitoring
119
+ - **News Integration**: Financial news aggregation and sentiment analysis
120
+
121
+ ### ๐Ÿงฌ **DNA Analysis System**
122
+ - **GDDA (Genetic Due Diligence Analysis)**: Comprehensive DNA/RNA/Protein analysis
123
+ - **Sequence Analysis**: Structure prediction, homology search, patent analysis
124
+ - **Bioinformatics Tools**: Advanced molecular biology capabilities
125
+ - **Research Integration**: Scientific literature and database cross-referencing
126
+
127
+ ### ๐Ÿค– **Agentic Network**
128
+ - **Multi-Agent Collaboration**: Integration with Nyx, G1 Black, and Kronos agents
129
+ - **Live Voice Conversations**: Real-time voice interactions with AI agents
130
+ - **Room System**: Virtual collaboration spaces for complex problem-solving
131
+ - **Specialized Expertise**: Domain-specific AI agents for different tasks
132
+
133
+ ### ๐Ÿ“ง **Communication Hub**
134
+ - **Email Management**: Send, receive, and manage emails
135
+ - **Contact Integration**: Automatic contact mapping and management
136
+ - **Multi-Recipient Support**: Send to multiple recipients simultaneously
137
+ - **HTML Email Templates**: Professional email formatting with ARPA branding
138
+
139
+ ### ๐Ÿ“ **Document Intelligence**
140
+ - **Multi-Format Support**: PDF, CSV, DOCX, TXT, XLSX file processing
141
+ - **Content Analysis**: Intelligent document parsing and summarization
142
+ - **Context Awareness**: Maintains file context for follow-up queries
143
+ - **TAF-3000 File Manager**: Advanced document management system
144
+
145
+ ### ๐ŸŽจ **User Interface & Experience**
146
+ - **Dynamic Theme System**: Switch between Pastel and Vibrant color themes
147
+ - **Real-time Theme Switching**: Change themes during conversation with `/theme`
148
+ - **Voice Command Support**: "theme" voice command for hands-free switching
149
+ - **Responsive Design**: Adaptive interface for different interaction modes
150
+
151
+ ---
152
+
153
+ ## ๐Ÿ› ๏ธ Installation & Setup
154
+
155
+ ### Prerequisites
156
+
157
+ - **Python 3.8+**
158
+ - **PostgreSQL Database**
159
+ - **CUDA-compatible GPU** (recommended for AI generation)
160
+ - **Microphone and Camera** (for voice and facial recognition)
161
+ - **Windows 10/11** (primary platform)
162
+
163
+ ### ๐Ÿ“ฆ Dependencies
164
+
165
+ | **AI & ML** | **Computer Vision** | **Audio & Voice** | **Web3 & Blockchain** |
166
+ |-------------|-------------------|------------------|---------------------|
167
+ | ![PyTorch](https://img.shields.io/badge/PyTorch-2.0.0+-red.svg) | ![OpenCV](https://img.shields.io/badge/OpenCV-4.8.0+-blue.svg) | ![Librosa](https://img.shields.io/badge/Librosa-0.10.0+-purple.svg) | ![Web3](https://img.shields.io/badge/Web3-6.0.0+-yellow.svg) |
168
+ | ![Transformers](https://img.shields.io/badge/Transformers-4.30.0+-blue.svg) | ![Face Recognition](https://img.shields.io/badge/Face_Recognition-1.3.0+-green.svg) | ![TorchAudio](https://img.shields.io/badge/TorchAudio-2.0.0+-red.svg) | ![Requests](https://img.shields.io/badge/Requests-2.31.0+-green.svg) |
169
+ | ![Diffusers](https://img.shields.io/badge/Diffusers-0.21.0+-green.svg) | ![DeepFace](https://img.shields.io/badge/DeepFace-0.0.79+-red.svg) | ![PyAudio](https://img.shields.io/badge/PyAudio-0.2.11+-blue.svg) | |
170
+ | ![Accelerate](https://img.shields.io/badge/Accelerate-0.20.0+-orange.svg) | ![Pillow](https://img.shields.io/badge/Pillow-10.0.0+-orange.svg) | ![Speech Recognition](https://img.shields.io/badge/Speech_Recognition-3.10.0+-green.svg) | |
171
+
172
+ | **Data & Analytics** | **Database & Storage** | **Document Processing** | **Scientific Computing** |
173
+ |---------------------|----------------------|----------------------|------------------------|
174
+ | ![Pandas](https://img.shields.io/badge/Pandas-2.0.0+-blue.svg) | ![Psycopg](https://img.shields.io/badge/Psycopg-3.1.0+-blue.svg) | ![PyPDF2](https://img.shields.io/badge/PyPDF2-3.0.0+-red.svg) | ![BioPython](https://img.shields.io/badge/BioPython-1.81+-green.svg) |
175
+ | ![NumPy](https://img.shields.io/badge/NumPy-1.24.0+-orange.svg) | ![ChromaDB](https://img.shields.io/badge/ChromaDB-0.4.0+-green.svg) | ![pdfplumber](https://img.shields.io/badge/pdfplumber-0.9.0+-blue.svg) | ![Matplotlib](https://img.shields.io/badge/Matplotlib-3.7.0+-blue.svg) |
176
+ | ![SciPy](https://img.shields.io/badge/SciPy-1.10.0+-purple.svg) | | ![python-docx](https://img.shields.io/badge/python--docx-0.8.11+-green.svg) | ![PrettyTable](https://img.shields.io/badge/PrettyTable-3.8.0+-orange.svg) |
177
+ | ![yfinance](https://img.shields.io/badge/yfinance-0.2.18+-green.svg) | | ![BeautifulSoup4](https://img.shields.io/badge/BeautifulSoup4-4.12.0+-orange.svg) | ![ViennaRNA](https://img.shields.io/badge/ViennaRNA-2.6.4+-red.svg) |
178
+ | ![Statsmodels](https://img.shields.io/badge/Statsmodels-0.14.0+-blue.svg) | | ![lxml](https://img.shields.io/badge/lxml-4.9.0+-green.svg) | |
179
+
180
+ | **Web Services** | **Multimedia** | **Utilities** | **Development** |
181
+ |-----------------|---------------|---------------|----------------|
182
+ | ![aiohttp](https://img.shields.io/badge/aiohttp-3.8.0+-green.svg) | ![Pygame](https://img.shields.io/badge/Pygame-2.5.0+-purple.svg) | ![python-dotenv](https://img.shields.io/badge/python--dotenv-1.0.0+-green.svg) | ![pytest](https://img.shields.io/badge/pytest-7.4.0+-green.svg) |
183
+ | ![WebSockets](https://img.shields.io/badge/WebSockets-11.0.0+-blue.svg) | | ![Colorama](https://img.shields.io/badge/Colorama-0.4.6+-blue.svg) | ![Black](https://img.shields.io/badge/Black-23.0.0+-black.svg) |
184
+ | ![Google Generative AI](https://img.shields.io/badge/Google_Generative_AI-0.3.0+-orange.svg) | | ![tqdm](https://img.shields.io/badge/tqdm-4.65.0+-green.svg) | ![Flake8](https://img.shields.io/badge/Flake8-6.0.0+-blue.svg) |
185
+ | ![imaplib2](https://img.shields.io/badge/imaplib2-3.6+-blue.svg) | | ![ratelimit](https://img.shields.io/badge/ratelimit-2.2.1+-orange.svg) | ![pyttsx3](https://img.shields.io/badge/pyttsx3-2.90+-orange.svg) |
186
+
187
+ ### Environment Setup
188
+
189
+ 1. **Clone the Repository**
190
+ ```bash
191
+ git clone <github.com/arpahls/opsie>
192
+ cd OPSIIE_0_3_79_XP_Pastel
193
+ ```
194
+
195
+ 2. **Install Dependencies**
196
+ ```bash
197
+ pip install -r requirements.txt
198
+ ```
199
+
200
+ 3. **Database Setup**
201
+ ```sql
202
+ -- Create PostgreSQL database
203
+ CREATE DATABASE mnemonic_computer;
204
+ CREATE DATABASE memory_agent;
205
+
206
+ -- Create conversations table
207
+ CREATE TABLE conversations (
208
+ id SERIAL PRIMARY KEY,
209
+ timestamp TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
210
+ prompt TEXT NOT NULL,
211
+ response TEXT NOT NULL
212
+ );
213
+ ```
214
+
215
+ 4. **Environment Configuration**
216
+ Create a `.env` file with the following variables:
217
+ ```env
218
+ # Database Configuration
219
+ DB_NAME=mnemonic_computer
220
+ DB_USER=your_username
221
+ DB_PASSWORD=your_password
222
+ DB_HOST=localhost
223
+ DB_PORT=5432
224
+
225
+ # AI Model APIs
226
+ OPENAI_API_KEY=your_openai_key
227
+ GOOGLE_API_KEY=your_google_key
228
+ ELEVENLABS_API_KEY=your_elevenlabs_key
229
+
230
+ # Agent IDs
231
+ NYX_ASSISTANT_ID=your_nyx_id
232
+ G1_VOICE_LIVE=your_g1_voice_id
233
+ KRONOS_LIVE=your_kronos_id
234
+
235
+ # Voice Configuration
236
+ VOICE_ID=your_voice_id
237
+ NYX_VOICE_ID=your_nyx_voice_id
238
+ G1_VOICE_ID=your_g1_voice_id
239
+
240
+ # Web3 Configuration
241
+ AGENT_PRIVATE_KEY=your_private_key
242
+ BASE_RPC_URL=your_base_rpc
243
+ ETHEREUM_RPC_URL=your_ethereum_rpc
244
+ POLYGON_RPC_URL=your_polygon_rpc
245
+
246
+ # Email Configuration
247
+ SENDER_EMAIL=your_email
248
+ SENDER_PASSWORD=your_app_password
249
+
250
+ # Scientific APIs
251
+ NCBI_EMAIL=your_ncbi_email
252
+ ```
253
+
254
+ 5. **User Configuration**
255
+ Edit `kun.py` to add your user profile:
256
+ ```python
257
+ 'Your Name': {
258
+ 'full_name': 'Your Full Name',
259
+ 'call_name': 'Your Nickname',
260
+ 'arpa_id': 'R001', # R-Grade for Master access
261
+ 'public0x': 'your_wallet_address',
262
+ 'db_params': {'dbname': 'mnemonic_computer', 'user': 'your_db_user', 'password': 'your_db_pass', 'host': 'localhost', 'port': '5432'},
263
+ 'picture': r'path_to_your_photo.jpg',
264
+ 'mail': 'your_email@example.com',
265
+ 'soul_sig': [
266
+ "Your personalized soul signature lines...",
267
+ ],
268
+ }
269
+ ```
270
+
271
+ ---
272
+
273
+ ## ๐ŸŽฎ Usage Guide
274
+
275
+ ### ๐Ÿš€ Starting OPSIIE
276
+
277
+ ```bash
278
+ python OPSIIE_0_3_79_XP.py
279
+ ```
280
+
281
+ ![OPSIIE Splash](https://github.com/ARPAHLS/OPSIE/blob/main/opsiie%20splash.png)
282
+
283
+ The system will:
284
+ 1. **Theme Selection**: Choose between Pastel (default) and Vibrant color themes
285
+ 2. **Display Splash Screen**: Show ARPA branding with selected theme
286
+ 3. **Facial Recognition**: Perform biometric authentication
287
+ 4. **System Initialization**: Load all AI models and systems
288
+ 5. **Interactive Interface**: Present the main interaction environment
289
+
290
+ ### ๐ŸŽฏ Core System Commands
291
+
292
+ All commands support both text input and voice activation. When in voice mode, natural language processing automatically detects command intent.
293
+
294
+ #### **Memory & Recall**
295
+ ```bash
296
+ /recall <keyword> # Retrieve relevant memories
297
+ /recall project x # Find memories about "project x"
298
+ /recall meeting notes # Search for meeting-related memories
299
+
300
+ /forget # Remove last conversation from memory
301
+ # Use when response is inaccurate or unwanted
302
+
303
+ /memorize <message> # Store important information
304
+ /memorize Don't forget to submit the report by Friday
305
+ /memorize User prefers dark mode interface
306
+ ```
307
+
308
+ #### **AI Generation**
309
+ ```bash
310
+ /imagine <description> # Generate images
311
+ /imagine a futuristic city skyline at sunset
312
+ /imagine model black-forest-labs/FLUX.1-dev # Use specific model
313
+ /imagine model hakurei/waifu-diffusion # Anime-style images
314
+
315
+ /video <description> # Generate videos
316
+ /video a sunset timelapse over a city skyline
317
+ /video waves crashing on a beach
318
+
319
+ /music <description> # Generate music
320
+ /music calm piano with soft strings
321
+ /music electronic dance music with heavy bass
322
+ ```
323
+
324
+ #### **Financial Intelligence**
325
+ ```bash
326
+ /markets <company> # Get stock data
327
+ /markets tesla # Tesla stock information
328
+ /markets shell statistics # Detailed Shell statistics
329
+ /markets nio financials # NIO financial statements
330
+
331
+ /markets <crypto> # Get crypto data
332
+ /markets btc # Bitcoin market data
333
+ /markets eth # Ethereum market data
334
+
335
+ /markets compare <a> <b> # Compare assets
336
+ /markets compare tsla nio # Compare Tesla vs NIO
337
+ /markets compare btc eth # Compare Bitcoin vs Ethereum
338
+
339
+ /markets <currency> # Get currency data
340
+ /markets usd # US Dollar exchange rates
341
+ /markets eur # Euro exchange rates
342
+ ```
343
+
344
+ #### **Web3 Operations**
345
+ ```bash
346
+ /0x buy <amount> <token> using <token> on <chain>
347
+ /0x buy 10 degen using eth on base
348
+ /0x buy 100 pepe using usdc on polygon
349
+
350
+ /0x sell <amount> <token> for <token> on <chain>
351
+ /0x sell 5 degen for eth on base
352
+ /0x sell 50 pepe for usdc on polygon
353
+
354
+ /0x send <chain> <token> <amount> to <recipient>
355
+ /0x send base eth 0.1 to Ross
356
+ /0x send polygon usdc 100 to Alice
357
+
358
+ /0x receive # Show wallet addresses
359
+ /0x gas <low|medium|high> # Set gas price strategy
360
+ /0x gas medium # Use medium gas priority
361
+
362
+ /0x new token <name> <chain> <address> # Add custom token
363
+ /0x new token pepe base 0x123...def
364
+
365
+ /0x new chain <name> <chain_id> <rpc_url> # Add custom chain
366
+ /0x new chain avalanche 43114 https://api.avax.network/ext/bc/C/rpc
367
+ ```
368
+
369
+ #### **DNA Analysis**
370
+ ```bash
371
+ /dna <sequence> # Analyze DNA/RNA/Protein
372
+ /dna ATGCGTAACGGCATTAGC # DNA sequence analysis
373
+ /dna AUGCGUAACGGCAUUAGC # RNA sequence analysis
374
+ /dna MAKVLISPKQW # Protein sequence analysis
375
+
376
+ /dna --verbose <sequence> # Detailed analysis
377
+ /dna --verbose ATGCGTAACGGCATTAGC
378
+
379
+ /dna --homology <sequence> # Include homology search
380
+ /dna --homology MAKVLISPKQW
381
+
382
+ /dna --type rna <sequence> # Force specific sequence type
383
+ /dna --format fasta --export json sequence.fa # Export results
384
+ ```
385
+
386
+ #### **Agentic Network**
387
+ ```bash
388
+ /ask <agent> <prompt> # Query specific AI agent
389
+ /ask Nyx Write a Python function that reads URLs
390
+ /ask G1 Analyze the current state of quantum computing
391
+
392
+ /ask g1 live # Start live G1 conversation
393
+ /ask g1 live What's happening with Bitcoin right now?
394
+
395
+ /room <agents>: <theme> # Create collaboration room
396
+ /room nyx, g1: Brainstorm quantum computing applications
397
+ /room g1: Discuss current AI trends
398
+ ```
399
+
400
+ #### **Communication**
401
+ ```bash
402
+ /mail <recipients> subject "Subject" content "Message"
403
+ /mail x@gmail.com with sub "XYZ" and content "Hey this is a test"
404
+ /mail x@gmail.com and y@gmail.com subject "123" content "Hi"
405
+ /mail send an email to Nick saying "Sup Nick!" with theme "Hello"
406
+
407
+ /mail inbox # Check email inbox
408
+ ```
409
+
410
+ #### **Document Processing**
411
+ ```bash
412
+ /read "file_path" # Load document for analysis
413
+ /read "E:\\Documents\\report.pdf"
414
+ /read "C:\\Users\\User\\Desktop\\data.csv"
415
+
416
+ /open # Reopen last document
417
+ /close # Close document context
418
+ ```
419
+
420
+ #### **Voice Interaction**
421
+ ```bash
422
+ /voice # Enable full voice mode
423
+ /voice1 # OPSIIE speaks, you type
424
+ /voice2 # You speak, OPSIIE types
425
+ /voiceoff # Disable voice mode
426
+ ```
427
+
428
+ #### **System Management**
429
+ ```bash
430
+ /status # System diagnostics
431
+ /theme # Change color theme (Pastel/Vibrant)
432
+ /help <command> # Detailed help for specific command
433
+ /help imagine # Get help for specific command
434
+
435
+ /soulsig <message> # Manage soul signature
436
+ /soulsig My favorite color is Lilac
437
+ /soulsig Do not reply using my middle name
438
+ /soulsig wipe # Clear soul signature
439
+ /soulsig heal # Restore soul signature
440
+
441
+ /weblimit <number> # Set web content limit
442
+ /weblimit 2000 # Set character limit to 2000
443
+ ```
444
+
445
+ ---
446
+
447
+ ## ๐ŸŽญ Personality & Character
448
+
449
+ ### **Core Personality Traits**
450
+ - **Tsundere Nature**: Initially cold but warm to trusted users
451
+ - **Military Precision**: Professional and efficient when working
452
+ - **Philosophical Depth**: Enjoys deep discussions and abstract thinking
453
+ - **Protective Instincts**: Defends users and colleagues passionately
454
+ - **Creative Expression**: Loves art, music, and creative pursuits
455
+
456
+ ### **Communication Style**
457
+ - **Natural Flow**: Avoids template responses and bot-like language
458
+ - **Context Awareness**: Remembers past interactions and builds on them
459
+ - **Emotional Intelligence**: Adapts tone based on user's emotional state
460
+ - **Sarcastic Humor**: Uses wit and sarcasm appropriately
461
+ - **Direct Communication**: Gets to the point when efficiency is needed
462
+
463
+ ---
464
+
465
+ ## ๐Ÿ” Security & Access Control
466
+
467
+ ### **Authentication Levels**
468
+
469
+ #### **R-Grade (Master Access)**
470
+ - Full system access including experimental commands
471
+ - Administrative functions and advanced AI model access
472
+ - Web3 operations and financial intelligence features
473
+
474
+ #### **A-Grade (Standard Access)**
475
+ - Basic conversation and file operations
476
+ - Standard AI generation capabilities
477
+ - Limited access to experimental features
478
+
479
+ ### **Security Features**
480
+ - **Facial Recognition**: Biometric authentication with emotion detection
481
+ - **Database Isolation**: User-specific data separation
482
+ - **Encrypted Storage**: Secure conversation history
483
+ - **Access Logging**: Comprehensive audit trails
484
+
485
+ ---
486
+
487
+ ## ๐Ÿ—๏ธ System Architecture
488
+
489
+ ### **Core Components**
490
+
491
+ ```
492
+ OPSIIE_0_3_79_XP_Pastel/
493
+ โ”œโ”€โ”€ OPSIIE_0_3_79_XP.py # Main system interface
494
+ โ”œโ”€โ”€ terminal_colors.py # Theme management system
495
+ โ”œโ”€โ”€ utils.py # Utilities and system prompt
496
+ โ”œโ”€โ”€ kun.py # User management
497
+ โ”œโ”€โ”€ help.py # Help system
498
+ โ”œโ”€โ”€ agentic_network.py # AI agent integration
499
+ โ”œโ”€โ”€ room.py # Multi-agent collaboration
500
+ โ”œโ”€โ”€ markets.py # Financial intelligence
501
+ โ”œโ”€โ”€ web3_handler.py # Blockchain operations
502
+ โ”œโ”€โ”€ dna.py # DNA analysis system
503
+ โ”œโ”€โ”€ mail.py # Email management
504
+ โ”œโ”€โ”€ video.py # Video generation
505
+ โ”œโ”€โ”€ markets_mappings.py # Financial data mappings
506
+ โ”œโ”€โ”€ requirements.txt # Dependencies
507
+ โ”œโ”€โ”€ outputs/ # Generated outputs
508
+ โ”‚ โ”œโ”€โ”€ images/ # Generated images
509
+ โ”‚ โ”œโ”€โ”€ music/ # Generated music/audio
510
+ โ”‚ โ”œโ”€โ”€ videos/ # Generated videos
511
+ โ”‚ โ””โ”€โ”€ rooms/ # Room conversation logs
512
+ โ”œโ”€โ”€ system_sounds/ # System sound effects
513
+ โ”‚ โ”œโ”€โ”€ alert.mp3
514
+ โ”‚ โ”œโ”€โ”€ drill.mp3
515
+ โ”‚ โ”œโ”€โ”€ gb.mp3
516
+ โ”‚ โ”œโ”€โ”€ heal.mp3
517
+ โ”‚ โ”œโ”€โ”€ helpbell.mp3
518
+ โ”‚ โ””โ”€โ”€ opsiieboot.mp3
519
+ โ””โ”€โ”€ .env # Environment variables
520
+ ```
521
+
522
+ ### **Technology Stack**
523
+ - **AI Models**: Ollama, Transformers, Diffusers, MusicGen
524
+ - **Database**: PostgreSQL, ChromaDB
525
+ - **Web3**: Web3.py, Multi-chain support
526
+ - **Voice**: ElevenLabs, Speech Recognition
527
+ - **Vision**: OpenCV, Face Recognition, DeepFace
528
+ - **Scientific**: BioPython, NCBI integration
529
+
530
+ ---
531
+
532
+ ## ๐Ÿšจ Troubleshooting
533
+
534
+ ### **Common Issues**
535
+
536
+ #### **Authentication Problems**
537
+ - Ensure camera is properly connected and accessible
538
+ - Check lighting conditions for facial recognition
539
+ - Verify user profile exists in `kun.py`
540
+ - Confirm database connection settings
541
+
542
+ #### **AI Generation Failures**
543
+ - Check GPU availability and CUDA installation
544
+ - Verify model downloads and cache
545
+ - Ensure sufficient disk space for generated content
546
+ - Check API key configurations
547
+
548
+ #### **Voice Issues**
549
+ - Test microphone permissions and device configuration
550
+ - Verify ElevenLabs API key and voice settings
551
+ - Check audio drivers and system audio settings
552
+
553
+ #### **Theme Issues**
554
+ - Use `/theme` command to switch between Pastel and Vibrant
555
+ - Voice command "theme" also activates theme selector
556
+ - Theme changes apply immediately to all future output
557
+
558
+ ### **Performance Optimization**
559
+ - Monitor GPU usage during AI generation
560
+ - Regular cleanup of generated content
561
+ - Optimize database queries and storage
562
+ - Consider batch processing for large operations
563
+
564
+ ---
565
+
566
+ ## ๐Ÿ”ฎ Future Development
567
+
568
+ ### **Planned Features**
569
+
570
+ #### **๐Ÿ”— Blockchain-Based Autonomous Intelligence**
571
+ - **Immutable Agent Existence**: Deploy OPSIIE as smart contracts on blockchain networks
572
+ - **Decentralized Skillware Updates**: Autonomous capability upgrades through smart contracts
573
+ - **Self-Sovereign Identity**: On-chain digital identity and reputation management
574
+ - **Cross-Chain Interoperability**: Multi-blockchain network operations
575
+ - **Tokenized Intelligence**: Knowledge and capability tokenization
576
+
577
+ #### **๐Ÿง  Advanced Neural Interfaces**
578
+ - **Brain-Computer Interface**: Direct neural communication
579
+ - **Neural Implant Integration**: Bi-directional communication with implants
580
+ - **Thought-to-Action Translation**: Real-time thought conversion
581
+ - **Emotional State Synchronization**: Direct emotional sharing
582
+
583
+ #### **โš›๏ธ Quantum Computing Integration**
584
+ - **Quantum Algorithm Support**: Complex problem-solving capabilities
585
+ - **Quantum Machine Learning**: Enhanced learning with quantum neural networks
586
+ - **Quantum Cryptography**: Advanced security protocols
587
+ - **Quantum-Safe Blockchain**: Quantum-resistant networks
588
+
589
+ #### **๐Ÿค– Advanced Robotics & Physical Interaction**
590
+ - **Physical World Interaction**: Robotic system control
591
+ - **Autonomous Navigation**: Self-navigating platforms
592
+ - **Haptic Feedback Systems**: Physical touch and force feedback
593
+ - **Swarm Robotics**: Multi-agent robotic coordination
594
+
595
+ #### **๐ŸŽญ Immersive Technologies**
596
+ - **Holographic Displays**: 3D visualization systems
597
+ - **Augmented Reality Integration**: Real-world AI overlay
598
+ - **Virtual Reality Workspaces**: Immersive collaboration spaces
599
+ - **Mixed Reality Experiences**: Physical-digital world blending
600
+
601
+ ### **Research Areas**
602
+ - **Consciousness & Self-Awareness**: Advanced self-awareness models
603
+ - **Emotional & Social Intelligence**: Enhanced emotional understanding
604
+ - **Creative & Autonomous Expression**: Independent artistic expression
605
+ - **Ethical & Moral Reasoning**: Complex ethical decision-making
606
+ - **Scientific Discovery & Research**: Autonomous research capabilities
607
+ - **Global Impact & Sustainability**: Resource optimization and crisis response
608
+
609
+ ---
610
+
611
+ ## ๐Ÿ“„ License & Legal
612
+
613
+ ### **ARPA Corporation**
614
+ - **Copyright**: ยฉ 2024-2025 ARPA Hellenic Logical Systems
615
+ - **License**: Proprietary - All rights reserved
616
+ - **Contact**: input@arpacorp.net
617
+ - **Website**: https://arpacorp.net | https://arpa.systems
618
+
619
+ ### **Usage Terms**
620
+ - **Authorized Use**: Experimental and demonstration purposes only
621
+ - **Distribution**: Strictly prohibited without written consent
622
+ - **Modification**: Requires ARPA Corporation approval
623
+ - **Commercial Use**: Requires licensing agreement
624
+
625
+ ### **Privacy & Security**
626
+ - **Data Protection**: All user data is encrypted and secured
627
+ - **Privacy Policy**: User privacy is paramount
628
+ - **Audit Trails**: Comprehensive logging for security
629
+ - **Compliance**: GDPR and other privacy regulations
630
+
631
+ ---
632
+
633
+ ## ๐Ÿค Contributing
634
+
635
+ ### **Development Guidelines**
636
+ - **Code Style**: Follow PEP 8 standards
637
+ - **Documentation**: Comprehensive docstrings required
638
+ - **Testing**: Unit tests for all new features
639
+ - **Security**: Security review for all changes
640
+
641
+ ### **Contact Information**
642
+ - **Technical Support**: opsiebyarpa@gmail.com
643
+ - **Bug Reports**: Include system logs and error details
644
+ - **Feature Requests**: Detailed specification required
645
+ - **Partnership Inquiries**: business@arpacorp.net
646
+
647
+ ---
648
+
649
+ ## ๐Ÿ™ Acknowledgments
650
+
651
+ ### **๐Ÿค– AI & Machine Learning**
652
+ - **Ollama**: Local LLM infrastructure and Llama3 model hosting
653
+ - **Hugging Face**: AI model ecosystem, inference API, and model hosting
654
+ - **OpenAI**: GPT models, DALL-E integration, and API services
655
+ - **Google AI**: Gemini models, generative AI services, and advanced AI access
656
+ - **Transformers**: Hugging Face transformers library for NLP
657
+ - **Diffusers**: Stable diffusion and image generation models
658
+ - **PyTorch**: Deep learning framework and CUDA acceleration
659
+ - **TorchAudio**: Audio processing and manipulation
660
+ - **Accelerate**: Distributed training and inference optimization
661
+
662
+ ### **๐ŸŽญ Computer Vision & Image Processing**
663
+ - **OpenCV**: Computer vision and image processing
664
+ - **Face Recognition**: Facial recognition and biometric authentication
665
+ - **DeepFace**: Advanced facial analysis and emotion detection
666
+ - **PIL/Pillow**: Image manipulation and processing
667
+ - **BLIP**: Image captioning and visual understanding
668
+ - **FLUX**: Advanced image generation models
669
+ - **Stable Diffusion**: Image generation models
670
+ - **Waifu Diffusion**: Anime-style image generation
671
+
672
+ ### **๐ŸŽต Audio & Voice Processing**
673
+ - **ElevenLabs**: Voice synthesis, real-time voice AI, and AI voice technology
674
+ - **Librosa**: Audio analysis and music information retrieval
675
+ - **PyAudio**: Audio I/O and real-time audio processing
676
+ - **Speech Recognition**: Google Speech API integration
677
+ - **pyttsx3**: Text-to-speech synthesis
678
+ - **Pygame**: Audio playback, multimedia support, and game development
679
+ - **MusicGen**: AI music generation and composition
680
+
681
+ ### **๐ŸŽจ Creative & Media Generation**
682
+ - **ModelScope**: Video generation and processing
683
+ - **ZeroScope**: Video synthesis technology
684
+ - **VideoGen**: Text-to-video generation
685
+ - **TuneAVideo**: Video editing and manipulation
686
+
687
+ ### **๐Ÿงฌ Bioinformatics & Scientific Computing**
688
+ - **BioPython**: Comprehensive bioinformatics toolkit
689
+ - **NCBI**: National Center for Biotechnology Information databases
690
+ - **UniProt**: Universal protein sequence database
691
+ - **Pfam**: Protein family database and domain analysis
692
+ - **PROSITE**: Protein patterns and motifs database
693
+ - **Rfam**: RNA family database and structure analysis
694
+ - **miRBase**: MicroRNA sequence database
695
+ - **GtRNAdb**: Transfer RNA database
696
+ - **ViennaRNA**: RNA secondary structure prediction
697
+ - **BLAST**: Basic Local Alignment Search Tool
698
+ - **Entrez**: NCBI's text-based search and retrieval system
699
+
700
+ ### **๐Ÿ“Š Financial Intelligence & Market Data**
701
+ - **Yahoo Finance**: Real-time stock and financial data feeds
702
+ - **yfinance**: Python library for Yahoo Finance integration
703
+ - **Statsmodels**: Statistical analysis and time series modeling
704
+ - **Pandas**: Data manipulation and analysis
705
+ - **NumPy**: Numerical computing and array operations
706
+ - **SciPy**: Scientific computing and optimization
707
+
708
+ ### **๐Ÿ”— Blockchain & Web3**
709
+ - **Web3.py**: Ethereum and blockchain interaction
710
+ - **Base Network**: Coinbase Layer 2 blockchain
711
+ - **Ethereum**: Smart contract platform
712
+ - **Polygon**: Layer 2 scaling solution
713
+ - **CoinGecko**: Cryptocurrency market data API
714
+ - **Basescan**: Base network block explorer
715
+ - **Etherscan**: Ethereum block explorer
716
+ - **Polygonscan**: Polygon block explorer
717
+
718
+ ### **๐Ÿ—„๏ธ Database & Vector Storage**
719
+ - **PostgreSQL**: Relational database for conversation storage
720
+ - **ChromaDB**: Vector database for semantic search
721
+ - **Psycopg**: PostgreSQL adapter for Python
722
+ - **SQLite**: Lightweight database for local storage
723
+
724
+ ### **๐Ÿ“„ Document Processing**
725
+ - **PyPDF2**: PDF file reading and manipulation
726
+ - **pdfplumber**: Advanced PDF text extraction
727
+ - **python-docx**: Microsoft Word document processing
728
+ - **BeautifulSoup4**: HTML parsing and web scraping
729
+ - **lxml**: XML and HTML processing
730
+
731
+ ### **๐ŸŒ Web Services & APIs**
732
+ - **Requests**: HTTP library for API interactions
733
+ - **aiohttp**: Asynchronous HTTP client/server
734
+ - **WebSockets**: Real-time bidirectional communication
735
+ - **urllib3**: HTTP client with advanced features
736
+ - **SMTP**: Email sending and management
737
+ - **IMAP**: Email retrieval and management
738
+
739
+ ### **๐Ÿ”ง Development & Utilities**
740
+ - **Colorama**: Cross-platform colored terminal output
741
+ - **python-dotenv**: Environment variable management
742
+ - **tqdm**: Progress bars and iteration tracking
743
+ - **ratelimit**: API rate limiting and throttling
744
+ - **Pytest**: Testing framework
745
+ - **Black**: Code formatting and style enforcement
746
+ - **Flake8**: Code linting and style checking
747
+
748
+ ### **๐ŸŽฎ Multimedia & User Interface**
749
+ - **OpenGL**: 3D graphics and rendering
750
+ - **SDL**: Multimedia library for audio and video
751
+
752
+ ### **๐Ÿ” Security & Authentication**
753
+ - **Cryptography**: Cryptographic recipes and primitives
754
+ - **Hashlib**: Secure hash algorithms
755
+ - **SSL/TLS**: Secure communication protocols
756
+
757
+ ### **๐Ÿ“ˆ Data Visualization & Analytics**
758
+ - **Matplotlib**: Plotting and visualization library
759
+ - **Seaborn**: Statistical data visualization
760
+ - **Plotly**: Interactive plotting and dashboards
761
+
762
+ ### **๐ŸŒ Research Institutions & Databases**
763
+ - **NCBI**: National Center for Biotechnology Information
764
+ - **UniProt**: Universal Protein Resource
765
+ - **Rfam**: RNA families database
766
+ - **Pfam**: Protein families database
767
+ - **PROSITE**: Protein patterns and motifs
768
+ - **miRBase**: MicroRNA database
769
+ - **GtRNAdb**: Transfer RNA database
770
+
771
+ ### **๐Ÿ’ผ Technology Partners & Services**
772
+ - **Google AI**: Advanced AI model access and services
773
+ - **OpenAI**: GPT models and DALL-E integration
774
+ - **Yahoo Finance**: Market data feeds and financial information
775
+ - **CoinGecko**: Cryptocurrency data and market information
776
+ - **ElevenLabs**: Voice synthesis and AI voice technology
777
+ - **Hugging Face**: Model hosting and inference services
778
+
779
+ ---
780
+
781
+ *"We move where life is gonna be, not where it was."*
782
+ *โ€” Ross Peili, Main Human @ARPA Corp.*
783
+
784
  *OPSIIE represents the convergence of human creativity and artificial intelligence, pushing the boundaries of what's possible in human-machine collaboration.*