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INFEREN

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Dashboard

The dashboard is the “health + activity” overview for admins.

It typically answers:

  • What is happening right now?
  • Are knowledge bases healthy and up-to-date?
  • Is usage increasing or dropping?
  • Are we seeing quality issues (scores/feedback)?

Common Metrics

Exact labels can vary, but dashboards often include:

  • Total knowledge bases
  • Total sessions
  • Total queries/messages
  • Unique users
  • Score summaries (if scoring is enabled)
  • Recent activity feed

Drill-down Panels

Many dashboard cards open panels for deeper inspection, for example:

  • recent sessions
  • recent queries
  • recent users
  • score distributions

Operational advice:

  • Use dashboard filters (KB filter, date range) before drawing conclusions.
  • Always validate a dashboard spike by opening a few sessions/traces behind it.

Troubleshooting via Dashboard

A KB is “ready” but activity is zero

Possible causes:

  • users aren’t discovering the KB
  • chat link isn’t being shared
  • KB is hidden from public listing (if applicable)

Recommended checks:

  • open /ai-chat and verify the KB appears (if public listing is enabled)
  • run a test query and confirm responses

Scores suddenly dropped

Possible causes:

  • ingestion changes (extraction quality changed)
  • index changes (chunking/embedding changed)
  • upstream model change

Recommended workflow:

  • compare traces before/after the drop
  • inspect retrieved chunks for a representative set of queries