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Memory & Vector Systems

Long-Term Memory Without Hallucinations

How to architect persistent agent memory that recalls commitments and preferences across months without hallucinating false interactions.

The Moment team2 min read

The Tripartite Memory Model

  1. Episodic Log: Timestamped raw interaction records retained with strict TTL controls.
  2. Semantic Graph: Clustered concepts (e.g. 'Prefers morning meetings', 'Working on AgentForge launch') extracted with explicit confidence scores.
  3. Verification Retrieval Gate: LLM responses cross-reference memory assertions against original episodic timestamps before stating facts to the user.
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