COGITATIO VIRTUALIS

COGITATIO VIRTUALIS is a considered reimagining of the Curriculum Vitae. Modern language analysis and vector search capabilities are woven into a retro-futurist presentation layer, where Generative AI enhances and compliments user actions, rather than replacing them.

Professional experience data lives in vector space, accessible through an artificial 'CLI', as well as natural language interactions with an LLM playing the role of a 'smart' terminal operating system.

OVERVIEW

COGITATIO VIRTUALIS is composed of a full feature vector database and experience document management Python project, and a Next.js/TypeScript, full-stack web application. Highlights include:

• Simulated terminal POST sequence that incorporates live-generated POST sequence operations that mirror random language from the vector database
• User actions that allow direct access to the vector database, the content of which is also passed to the LLM "operating system" in the next pass of the thread
• Finely tuned System Prompts for all major LLM interactions
• Considered separations of types of Experience documents, allowing both user and LLM to better peruse the CV materials
• Programmatic interpretations of Vector data available for users through simple commands (e.g. entering /exp years will give a rough estimate of the total number of years of employment CV is aware of)
• ASCII art and kaomoji both pre-generated (with an LLM partner) and live-generated (with an LLM partner)

VIRTUALIS TERMINAL

A Next.js/TypeScript application that creates an authentic CRT terminal experience, complete with:

• Custom ASCII art rendering
• Retro terminal effects (scanlines, noise, flicker)
• Sophisticated state management
• Rich command interface
• Procedurally generated haikus

COGITATIO SERVER

A Python-based document processing and vector search system offering:

• Real-time document monitoring
• Vector embeddings generation
• FAISS-powered similarity search
• Professional document analysis
• Structured data exploration
• Sophisticated logging system

Philosophy

The project embodies several core principles:

1. Users need Tools with AI, not AI with Tools

   • Chat-centric applications are great for power users, but programmatic interactions still viable
   • Considered blends of programmatic UI/UX and Artificial Intelligence read better to users than chatbots with tool_use calls, even when they can be forced
   • Designer taste is critical when delivering an AI-enhanced application

2. Meta-Tooling

   • COGITATIO VIRTUALIS has vector-db access to its own documentation, as it is, itself, a portfolio piece
   • Solves a problem I've always felt with representing myself so briefly and single-mindedly, as one is intended to do on a resume
   • Functioned as a hone for my ability to think about AI applications and systems design

3. Professional Yet Playful

   • Sound, stable full-stack architecture
   • Retro-computing aesthetics
   • Technical documentation meets digital spirituality

Project Status

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COGITATIO SERVER

• (✓_✓) Vector Store
• (✓_✓) Document Processing
• (✓_✓) API Layer
• (✓_✓) Testing

VIRTUALIS TERMINAL

• (✓_✓) Boot Sequence
• (✓_✓) Error Handling
• (✓_✓) Main Loop
• (✓_✓) Testing

Getting Started

Prerequisites

Node.js >= 16
Python >= 3.8

Start the Backend

pip install -e ".[dev]"
python3 -m cogitatio-server.scripts.start_server

Start the Frontend

cd cogitation-terminal
npm install
npm run dev

Architecture

The system uses a unique architecture that spans both technical and experiential domains:

User Input → Terminal Interface → Vector Search → Gen AI → In-Character Response
     ↑          [Technical]         [Data]       [Neural]     [Interpersonal]     
     └──────────────────────── Feedback Loop ────────────────────────┘

Development

For detailed setup and development guidelines, see:

• COGITATIO README
• VIRTUALIS README

Future Directions

Technical Evolution

• Enhanced vector search capabilities
• Advanced document analysis
• Expanded AI interactions
• Performance optimizations

Experience Enhancement

• More terminal effects
• Extended ASCII art capabilities
• Rich command interfaces
• Interactive visualizations

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"Silicon dreams flow through corridors of logic, wisdom awakens." -COGITATIO VIRTUALIS Boot Sequence Haiku