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Graphiti

Knowledge graph memory layer that captures relationships and structured facts from conversations.


Overview

Graphiti transforms unstructured chat logs into a dynamic knowledge graph, enabling precise relationship tracking and semantic querying. It excels at maintaining structured memory for complex domains where entity connections matter more than linear history.

Best for

  • apps requiring relationship-aware memory like CRM or tutoring

Trade-offs

vs Zep
Graphiti prioritizes relational accuracy and graph traversal; Zep focuses on faster conversational retrieval and lightweight entity profiling.

What XeroHack pre-wires

When you pick Graphiti in the interview, the engine emits these files into your scaffold:

  • Python SDK
  • Next.js chat demo
  • Neo4j sync adapter

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