Advanced Guardrails

Production LLM safety using NeMo Guardrails, Guardrails AI, and OpenAI moderation with red-teaming validation.

**NeMo Guardrails **: LangChain 1.x compatible, parallel rails execution, OpenTelemetry tracing. DeepTeam: 40+ vulnerabilities, OWASP Top 10 alignment.

Overview

• Implementing input/output validation for LLM applications
• Preventing hallucinations and enforcing factuality
• Detecting and filtering toxic, harmful, or off-topic content
• Restricting LLM responses to specific domains/topics
• PII detection and redaction in LLM outputs
• Red-teaming and adversarial testing of LLM systems
• OWASP Top 10 for LLMs compliance

Framework Comparison