{"categories":[{"label":"Monitoring","url":"https://skillfed.io/packages/category/system-monitoring/4"}],"enrichment":{"capability":"Adds OpenTelemetry observability instrumentation to the NVIDIA NeMo Agent Toolkit, enabling trace collection and export for agent applications.","skillfed_tags":["observability","distributed-tracing","nvidia-ecosystem"],"use_cases":["Instrument NeMo agent applications to collect distributed traces for debugging multi-step agent workflows.","Export agent execution telemetry to observability platforms (Jaeger, Datadog, etc.) via OTLP.","Monitor agent performance and latency in production deployments.","Correlate agent traces with other system components for end-to-end observability.","Develop and test agent behavior by analyzing collected trace data."],"what_it_does":"This package is a subcomponent of the NVIDIA NeMo Agent Toolkit that layers OpenTelemetry observability onto agent applications. It bridges the toolkit's agent runtime with the OpenTelemetry ecosystem, allowing developers to collect distributed traces, metrics, and logs from their agent workloads and export them to standard observability backends via the OTLP protocol.\n\nThe package depends on opentelemetry-api, opentelemetry-sdk, and opentelemetry-exporter-otlp to provide the tracing infrastructure, plus nvidia-nat-core for integration with the broader toolkit. It is intended for developers building or deploying NeMo agents who need visibility into execution flow, latency, and behavior across distributed systems.","worth_installing":"Yes, if you are using the NVIDIA NeMo Agent Toolkit and need production observability. The package is actively maintained, has low install friction, carries a permissive license, and integrates cleanly with standard OpenTelemetry tooling. No known vulnerabilities. Install only if your workflow involves the NeMo Agent Toolkit; it is not a standalone observability library."},"id":"nvidia-nat-opentelemetry","links":{"html":"https://skillfed.io/packages/nvidia-nat-opentelemetry","md":"https://skillfed.io/packages/nvidia-nat-opentelemetry.md","pypi":"https://pypi.org/project/nvidia-nat-opentelemetry/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-06-17","license_spdx":null,"license_treatment":"permissive","name":"nvidia-nat-opentelemetry","python_support":"supports_current","summary":"Subpackage for OpenTelemetry integration in NeMo Agent Toolkit"},"popularity":{"monthly_downloads":232405,"position":9069,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"1.8.0"}