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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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