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VectorTopicMemory

Memory
Report block

Rebuilds a topic-memory view using vector clustering so recurring topics can be tracked across runs.

What It Answers

  • Which topics are recurring?
  • Which topics are new or trending?
  • What has persisted in memory?

Use When

  • Maintaining topic memory for RCA or optimization.
  • Looking for recurring issue clusters.
  • Comparing short- and long-term themes.

Avoid When

  • You only need a one-off topic model.
  • You need simple aggregate metrics.

Run From The CLI

Direct report commands are the simplest path for one-off usage. Saved report configurations use `plexus report config create` and `plexus report run`.

plexus report run --config "Vector Topic Memory" days=90
plexus report config create --name "VectorTopicMemory Example" --file vector-topic-memory.md
plexus report run --config "VectorTopicMemory Example"

Minimal Configuration

class: VectorTopicMemory
scorecard: "Customer Service QA"
days: 90
memory_scope: "scorecard"

Live Rendered Example

Rendered with the same dashboard component used by generated reports.

VectorTopicMemory Example

Topics and themes from reviewer edit comments — what reviewers are saying when they correct scores.

180 items analyzed
1 topics found
v2026-03
76% cache hit

Medication Review: Dosage

180 items
1 topics

How To Interpret It

  • Hot topics deserve attention first.
  • New and trending badges indicate topics that recently changed, not necessarily the largest clusters.