> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.nvidia.com/nemo/relay/v0.9.4/configure-plugins/observability/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.nvidia.com/nemo/relay/_mcp/server.

# Observability

## Docs

- [Observability](https://docs.nvidia.com/nemo/relay/v0.9.4/configure-plugins/observability/about.md): Configure NeMo Relay observability exporters for events, traces, logs, metrics, and trajectories.
- [Configuration](https://docs.nvidia.com/nemo/relay/v0.9.4/configure-plugins/observability/configuration.md): Configure the built-in NeMo Relay observability plugin.
- [Agent Trajectory Interchange Format (ATIF)](https://docs.nvidia.com/nemo/relay/v0.9.4/configure-plugins/observability/atif.md): Configure ATIF trajectory export to local files, HTTP endpoints, or S3-compatible storage.
- [Agent Trajectory Observability Format (ATOF)](https://docs.nvidia.com/nemo/relay/v0.9.4/configure-plugins/observability/atof.md): Configure raw ATOF event export to JSONL files and stream sinks.
- [OpenTelemetry](https://docs.nvidia.com/nemo/relay/v0.9.4/configure-plugins/observability/opentelemetry.md): Export NeMo Relay traces, logs, and metrics through OpenTelemetry Protocol endpoints.
- [OpenInference](https://docs.nvidia.com/nemo/relay/v0.9.4/configure-plugins/observability/openinference.md): Export OpenInference-compatible traces through an OpenTelemetry endpoint.