NeMo Guardrails exports guardrail logs via OpenTelemetry to Datadog
Referenced standards
- OpenTelemetry
NVIDIA NeMo Guardrails emits guardrail policy and generation logs through Python logging and OpenTelemetry, which can be exported over OTLP or forwarded as log files and ingested by Datadog via the Datadog Agent's OTLP log receiver or Datadog's OpenTelemetry Observability Pipelines source for centralized monitoring and alerting on guardrail violations.
Linked Evidence
NeMo Guardrails can produce structured logs of guardrail behavior including events raised during generation, which can be exported or forwarded to external observability systems via standard logging and OpenTelemetry pipelines.
Logging and Debugging Guardrails Generated ResponsesDatadog can ingest OpenTelemetry-format logs emitted by applications via OTLP, using the Datadog Agent as an OTLP log receiver — directly applicable to NeMo Guardrails OTLP log export.
Ingest OpenTelemetry logs with the Datadog AgentDatadog can receive logs from an OpenTelemetry Collector using HTTP or gRPC, providing a documented path for NeMo Guardrails OTLP logs to reach Datadog via an intermediate collector.
OpenTelemetry Source - Datadog Docs