> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.nvidia.com/nemo/guardrails/v0.24.0/guardrails-python-sdk/nemoguardrails/tracing/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.nvidia.com/nemo/guardrails/_mcp/server.

# nemoguardrails.tracing

## Subpackages

* **[`nemoguardrails.tracing.adapters`](/guardrails-python-sdk/nemoguardrails/tracing/adapters)**

## Submodules

* **[`nemoguardrails.tracing.constants`](/guardrails-python-sdk/nemoguardrails/tracing/constants)**
* **[`nemoguardrails.tracing.interaction_types`](/guardrails-python-sdk/nemoguardrails/tracing/interaction_types)**
* **[`nemoguardrails.tracing.span_extractors`](/guardrails-python-sdk/nemoguardrails/tracing/span_extractors)**
* **[`nemoguardrails.tracing.span_format`](/guardrails-python-sdk/nemoguardrails/tracing/span_format)**
* **[`nemoguardrails.tracing.span_formatting`](/guardrails-python-sdk/nemoguardrails/tracing/span_formatting)**
* **[`nemoguardrails.tracing.spans`](/guardrails-python-sdk/nemoguardrails/tracing/spans)**
* **[`nemoguardrails.tracing.tracer`](/guardrails-python-sdk/nemoguardrails/tracing/tracer)**

## Package Contents

### Data

[`__all__`](#nemoguardrails-tracing-__all__)

### API

```python
nemoguardrails.tracing.__all__ = ['InteractionLog', 'InteractionOutput', 'SpanExtractor', 'SpanExtractorV1', 'Spa...
```

## Docs

- [nemoguardrails.tracing.adapters](https://docs.nvidia.com/nemo/guardrails/v0.24.0/guardrails-python-sdk/nemoguardrails/tracing/adapters.md)
- [nemoguardrails.tracing.adapters.base](https://docs.nvidia.com/nemo/guardrails/v0.24.0/guardrails-python-sdk/nemoguardrails/tracing/adapters/base.md)
- [nemoguardrails.tracing.adapters.filesystem](https://docs.nvidia.com/nemo/guardrails/v0.24.0/guardrails-python-sdk/nemoguardrails/tracing/adapters/filesystem.md)
- [nemoguardrails.tracing.adapters.opentelemetry](https://docs.nvidia.com/nemo/guardrails/v0.24.0/guardrails-python-sdk/nemoguardrails/tracing/adapters/opentelemetry.md)
- [nemoguardrails.tracing.adapters.registry](https://docs.nvidia.com/nemo/guardrails/v0.24.0/guardrails-python-sdk/nemoguardrails/tracing/adapters/registry.md)
- [nemoguardrails.tracing.constants](https://docs.nvidia.com/nemo/guardrails/v0.24.0/guardrails-python-sdk/nemoguardrails/tracing/constants.md)
- [nemoguardrails.tracing.interaction_types](https://docs.nvidia.com/nemo/guardrails/v0.24.0/guardrails-python-sdk/nemoguardrails/tracing/interaction_types.md)
- [nemoguardrails.tracing.span_extractors](https://docs.nvidia.com/nemo/guardrails/v0.24.0/guardrails-python-sdk/nemoguardrails/tracing/span_extractors.md)
- [nemoguardrails.tracing.span_format](https://docs.nvidia.com/nemo/guardrails/v0.24.0/guardrails-python-sdk/nemoguardrails/tracing/span_format.md)
- [nemoguardrails.tracing.span_formatting](https://docs.nvidia.com/nemo/guardrails/v0.24.0/guardrails-python-sdk/nemoguardrails/tracing/span_formatting.md)
- [nemoguardrails.tracing.spans](https://docs.nvidia.com/nemo/guardrails/v0.24.0/guardrails-python-sdk/nemoguardrails/tracing/spans.md)
- [nemoguardrails.tracing.tracer](https://docs.nvidia.com/nemo/guardrails/v0.24.0/guardrails-python-sdk/nemoguardrails/tracing/tracer.md)