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DocumentationGuardrail Models

Guardrail Tutorials

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Use the following tutorials to learn how to accomplish common guardrail tasks using the NeMo Guardrails API.

Before starting a tutorial, complete Setup to configure a ModelProvider and discover models. The tutorials assume you have models available in the default workspace.

Once a ModelProvider is configured, use Model Entity references (workspace/name format) as the model in your guardrail configurations. The guardrails plugin resolves task model endpoints through IGW’s route table. Refer to Model Routing for more details.

guardrails_config = {
    "models": [
        {
            "type": "content_safety",
            "engine": "nim",
            "model": "default/nvidia-llama-3-1-nemotron-safety-guard-8b-v3",
        }
    ],
    # ... rest of config
}
Deploy NemoGuard NIMs

Deploy NemoGuard NIMs in your environment

nemo-guardrails nemoguard
Improving Content Safety with NemoGuard NIMs

Use Content Safety checks to detect and block harmful content

nemo-guardrails nemoguard
Running Rails in Parallel

Configure parallel rails for input and output guardrails.

nemo-guardrails
Adding Safety Checks to Multimodal Data

Safety checks for multimodal data with NeMo Guardrails API.

nemo-guardrails
Detecting Injection Attacks

Configure checks for SQL, XSS, template, and code injection.

nemo-guardrails