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An event is one captured operation inside a conversation. Depending on the instrumentation, it may represent an agent turn, model generation, tool call, handoff, guardrail, or another traced operation.

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Inspect events

Open Events in the Agnost AI sidebar to review the unaggregated telemetry stream. Use it first when verifying a new setup: an event can arrive before higher-level classification and aggregation finishes. Confirm that a test event contains:
  • The expected workspace and conversation identifier.
  • A stable user identifier.
  • The correct agent, model, framework, or operation name.
  • The expected input and output.
  • Success state, latency, timestamp, and useful metadata.

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Events and conversations

The ingestion API calls the conversation boundary a session. Create the session once, then send its events with the same session_id. See Capture Session and Capture Event.

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Troubleshooting

  • Missing event: verify the endpoint, organization ID, and org header.
  • Fragmented conversation: reuse the same conversation/session identifier.
  • Missing text: check framework content-capture settings.
  • Duplicate operation: avoid enabling two instrumentation paths around the same call unless you intentionally want both records.

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Next steps