VI Studio | Creator Mode
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MAPPING YOUR UNIVERSE

ANALYZING SIMILARITY PATTERNS...

Your Knowledge Universe

KEIMENON

> IMPORT: ChatGPT / Claude / Gemini
> SIMILARITY ENGINE: MAPPING PATTERNS
> GRAPH STATUS: ALIVE

EXPLORE

THE ENGINE

Think of it like the Google search algorithm β€” except it runs on your life.

Drop in your ChatGPT, Claude, or Gemini exports and the similarity engine instantly maps n-gram patterns, frequency mass, and structural connections across every conversation. What emerges isn’t a list β€” it’s a living, weighted knowledge universe on your canvas.

GRAPH

Similarity Detection

N-grams, structural patterns, frequency density β€” the engine finds real connections across every message and forms natural topic clusters automatically.

Galactic Canvas

Zoom from a galactic overview of glowing star-clusters down to the atomic keyword level. Edges appear only where you look. 2D, 3D, or n-dimensional.

Free β†’ Pro

Free gives you the full similarity graph and canvas. Pro adds the Agent node β€” an AI that lives on your graph, verifies claims, and turns subjective chaos into provable knowledge.

ARCHITECTURE

SIMILARITY-FIRST
USERNODE
AGENTNODE
SOURCENODES
GRAPHEDGES

YOUR UNIVERSE AWAITS