Graphiti

Temporal knowledge graph for long-term memory. Facts have timestamps and expiry. Tracks how decisions evolve over time across projects. Use for Stage 3 deep memory. Don't use for simple key-value storage.

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Graphiti — Temporal Knowledge Graph

What It Is

Knowledge graph where every fact has a TIME dimension:

  • When was this decided?
  • Is it still current?
  • What replaced it?

When to Deploy (Stage 3 Memory)

Deploy when GODMODE has 10+ projects and file-based memory is insufficient.

Architecture

Episode → extracted entities + relationships → stored in graph
Each fact: subject → predicate → object + valid_from + valid_to

Example

"MUNO uses PostgreSQL" (valid_from: Jan 2025, valid_to: current)
"MUNO considered MongoDB" (valid_from: Oct 2025, valid_to: Oct 2025, status: rejected)
"GODMODE uses Adaptive Swarm" (valid_from: Mar 2026, valid_to: current)

Reference: https://github.com/getzep/graphiti

Replaces: Cognee (no temporal awareness)

neuron-one/godmode/tree/main/skills/data/graphiti commit 785e017c12

Frequently asked questions

npx skillmds@latest add neuron-one/graphiti