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Dev Tools · 2h ago

Agent Memory: Traversal vs. Querying in AI Systems

By Meridian48 News Desk · Summarised from DEV Community ·

A developer proposes using graph traversal over querying for agent memory, arguing it reduces noise. Their approach stores causal relationships as edges and events as nodes, enabling agents to follow chains. The open-source NodeDex project implements this locally for testing.

Meridian48 take
The trade-off between traversal and querying is nuanced; traversal may be more precise but could scale poorly with large graphs.
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Which is better Agent Traversing or Querying their memory? →
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