nat-telemetry

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Use when adding, configuring, or troubleshooting NeMo Agent Toolkit logging, tracing, telemetry exporters, OpenTelemetry, Langfuse, LangSmith, Weave, Phoenix, profiling, or observability provider integrations.

NVIDIA By NVIDIA schedule Updated 6/10/2026
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name: nat-telemetry description: Use when adding, configuring, or troubleshooting NeMo Agent Toolkit logging, tracing, telemetry exporters, OpenTelemetry, Langfuse, LangSmith, Weave, Phoenix, profiling, or observability provider integrations. author: NVIDIA Corporation and Affiliates license: Apache-2.0

NeMo Agent Toolkit Telemetry

Use this skill for workflow observability, tracing, logging, and profiling.

Workflow

  1. Discover registered logging and tracing exporters:
uv run nat info components -t logging
uv run nat info components -t tracing
  1. Prefer built-in provider integrations when available.
  2. Use file or console exporters for deterministic local debugging.
  3. For custom exporters, adapt references/otel_file_exporter.py and nearby toolkit exporter code.

References

  • references/telemetry.md
  • references/otel_file_exporter.py
Install via CLI
npx skills add https://github.com/NVIDIA/NeMo-Agent-Toolkit --skill nat-telemetry
Repository Details
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Occupations
Information Security Analysts
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