> 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/llm/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.llm

## Subpackages

* **[`nemoguardrails.llm.cache`](/guardrails-python-sdk/nemoguardrails/llm/cache)**
* **[`nemoguardrails.llm.clients`](/guardrails-python-sdk/nemoguardrails/llm/clients)**
* **[`nemoguardrails.llm.frameworks`](/guardrails-python-sdk/nemoguardrails/llm/frameworks)**
* **[`nemoguardrails.llm.providers`](/guardrails-python-sdk/nemoguardrails/llm/providers)**

## Submodules

* **[`nemoguardrails.llm.call`](/guardrails-python-sdk/nemoguardrails/llm/call)**
* **[`nemoguardrails.llm.completion_parsing`](/guardrails-python-sdk/nemoguardrails/llm/completion_parsing)**
* **[`nemoguardrails.llm.constants`](/guardrails-python-sdk/nemoguardrails/llm/constants)**
* **[`nemoguardrails.llm.filters`](/guardrails-python-sdk/nemoguardrails/llm/filters)**
* **[`nemoguardrails.llm.helpers`](/guardrails-python-sdk/nemoguardrails/llm/helpers)**
* **[`nemoguardrails.llm.openai_reasoning`](/guardrails-python-sdk/nemoguardrails/llm/openai_reasoning)**
* **[`nemoguardrails.llm.output_parsers`](/guardrails-python-sdk/nemoguardrails/llm/output_parsers)**
* **[`nemoguardrails.llm.prompts`](/guardrails-python-sdk/nemoguardrails/llm/prompts)**
* **[`nemoguardrails.llm.taskmanager`](/guardrails-python-sdk/nemoguardrails/llm/taskmanager)**
* **[`nemoguardrails.llm.telemetry`](/guardrails-python-sdk/nemoguardrails/llm/telemetry)**
* **[`nemoguardrails.llm.types`](/guardrails-python-sdk/nemoguardrails/llm/types)**

## Package Contents

### Data

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

### API

```python
nemoguardrails.llm.__all__ = ['ChatMessage', 'FinishReason', 'LLMFramework', 'LLMModel', 'LLMResponse', 'LLMR...
```

## Docs

- [nemoguardrails.llm.cache](https://docs.nvidia.com/nemo/guardrails/v0.24.0/guardrails-python-sdk/nemoguardrails/llm/cache.md)
- [nemoguardrails.llm.cache.interface](https://docs.nvidia.com/nemo/guardrails/v0.24.0/guardrails-python-sdk/nemoguardrails/llm/cache/interface.md)
- [nemoguardrails.llm.cache.lfu](https://docs.nvidia.com/nemo/guardrails/v0.24.0/guardrails-python-sdk/nemoguardrails/llm/cache/lfu.md)
- [nemoguardrails.llm.cache.utils](https://docs.nvidia.com/nemo/guardrails/v0.24.0/guardrails-python-sdk/nemoguardrails/llm/cache/utils.md)
- [nemoguardrails.llm.call](https://docs.nvidia.com/nemo/guardrails/v0.24.0/guardrails-python-sdk/nemoguardrails/llm/call.md)
- [nemoguardrails.llm.clients](https://docs.nvidia.com/nemo/guardrails/v0.24.0/guardrails-python-sdk/nemoguardrails/llm/clients.md)
- [nemoguardrails.llm.clients.base](https://docs.nvidia.com/nemo/guardrails/v0.24.0/guardrails-python-sdk/nemoguardrails/llm/clients/base.md)
- [nemoguardrails.llm.clients.constants](https://docs.nvidia.com/nemo/guardrails/v0.24.0/guardrails-python-sdk/nemoguardrails/llm/clients/constants.md)
- [nemoguardrails.llm.clients.openai_compatible](https://docs.nvidia.com/nemo/guardrails/v0.24.0/guardrails-python-sdk/nemoguardrails/llm/clients/openai_compatible.md)
- [nemoguardrails.llm.completion_parsing](https://docs.nvidia.com/nemo/guardrails/v0.24.0/guardrails-python-sdk/nemoguardrails/llm/completion_parsing.md)
- [nemoguardrails.llm.constants](https://docs.nvidia.com/nemo/guardrails/v0.24.0/guardrails-python-sdk/nemoguardrails/llm/constants.md)
- [nemoguardrails.llm.filters](https://docs.nvidia.com/nemo/guardrails/v0.24.0/guardrails-python-sdk/nemoguardrails/llm/filters.md)
- [nemoguardrails.llm.frameworks](https://docs.nvidia.com/nemo/guardrails/v0.24.0/guardrails-python-sdk/nemoguardrails/llm/frameworks.md)
- [nemoguardrails.llm.frameworks.default](https://docs.nvidia.com/nemo/guardrails/v0.24.0/guardrails-python-sdk/nemoguardrails/llm/frameworks/default.md)
- [nemoguardrails.llm.frameworks.registry](https://docs.nvidia.com/nemo/guardrails/v0.24.0/guardrails-python-sdk/nemoguardrails/llm/frameworks/registry.md)
- [nemoguardrails.llm.openai_reasoning](https://docs.nvidia.com/nemo/guardrails/v0.24.0/guardrails-python-sdk/nemoguardrails/llm/openai_reasoning.md)
- [nemoguardrails.llm.output_parsers](https://docs.nvidia.com/nemo/guardrails/v0.24.0/guardrails-python-sdk/nemoguardrails/llm/output_parsers.md)
- [nemoguardrails.llm.prompts](https://docs.nvidia.com/nemo/guardrails/v0.24.0/guardrails-python-sdk/nemoguardrails/llm/prompts.md)
- [nemoguardrails.llm.providers](https://docs.nvidia.com/nemo/guardrails/v0.24.0/guardrails-python-sdk/nemoguardrails/llm/providers.md)
- [nemoguardrails.llm.taskmanager](https://docs.nvidia.com/nemo/guardrails/v0.24.0/guardrails-python-sdk/nemoguardrails/llm/taskmanager.md)
- [nemoguardrails.llm.telemetry](https://docs.nvidia.com/nemo/guardrails/v0.24.0/guardrails-python-sdk/nemoguardrails/llm/telemetry.md)
- [nemoguardrails.llm.types](https://docs.nvidia.com/nemo/guardrails/v0.24.0/guardrails-python-sdk/nemoguardrails/llm/types.md)