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NVIDIA NeMo Guardrails

NVIDIA NeMo Guardrails - Home NVIDIA NeMo Guardrails - Home

NVIDIA NeMo Guardrails

Table of Contents

NVIDIA NeMo Guardrails

  • About NeMo Guardrails
  • Installation Guide

Getting Started

  • Hello World
  • Core Colang Concepts
  • Demo Use Case
  • Input Rails
  • Output Rails
  • Topical Rails
  • Retrieval-Augmented Generation

Colang 2.0

  • Overview
  • What’s Changed
  • Getting Started
    • Hello World
    • Dialog Rails
    • Multimodal Rails
    • Input Rails
    • Interaction Loop
    • LLM Flows
    • Recommended Next Steps
  • Language Reference
    • Introduction
    • Event Generation & Matching
    • Working with Actions
    • Defining Flows
    • Working with Variables & Expressions
    • Flow control
    • Colang Standard Library (CSL)
      • Fundamental Core Flows (core.co)
      • Timing Flows (timing.co)
      • LLM Flows (llm.co)
      • Interactive Avatar Modality Flows (avatars.co)
      • Guardrail Flows (guardrails.co)
      • User Attention Flows (attention.co)
    • Make use of Large Language Models (LLM)
    • More on Flows
    • Python Actions
    • Development and Debugging

User Guides

  • Configuration Guide
  • Guardrails Library
  • Guardrails Process
  • Colang Guide
  • LLM Support
  • Python API
  • CLI
  • Server Guide
  • LangChain
    • LangChain Integration
    • RunnableRails
    • Chain-With-Guardrails
      • Chain with Guardrails
    • Runnable-As-Action
      • Runnable as Action
  • Detailed Logging
    • Output Variables
  • Jailbreak Detection Heuristics
    • Using Jailbreak Detection Heuristics
  • NVIDIA AI Endpoints
    • Using LLMs hosted on NVIDIA API Catalog
  • Vertex AI
    • Using LLMs hosted on Vertex AI
  • Multi Config API
    • Multi-config API
  • Migrating from Colang 1 to Colang 2

Security

  • Security Guidelines
  • Red Teaming

Evaluation

  • Guardrails Evaluation
  • LLM Vulnerability Scanning

Advanced User Guides

  • Generation Options
  • Prompt Customization
  • Embedding Search Providers
  • NeMo Guardrails with Docker
  • Streaming
  • AlignScore Deployment
  • Extract User-provided Values
  • Bot Message Instructions
  • Event-based API
  • Self-hosting Llama Guard using vLLM
  • Nested AsyncIO Loop
  • Vertex AI Setup
  • Llama 3.1 NemoGuard 8B ContentSafety Deployment
  • Llama 3.1 NemoGuard 8B Topic Control Deployment
  • Jailbreak Detection Deployment
  • Blueprint with NemoGuard NIMs

Reference

  • Architecture
    • Architecture Guide
  • Glossary
  • Frequently Asked Questions (FAQ)
  • Jailbreak Detection Heuristics

Jailbreak Detection Heuristics#

  • Using Jailbreak Detection Heuristics
    • Prerequisites
    • Existing Guardrails Configuration
    • Jailbreak Detection Heuristics
    • Testing the Input Rail with Jailbreak Detection Heuristics

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Output Variables

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Using Jailbreak Detection Heuristics
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