advanced-guardrails
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
| Framework | Best For | Key Features |
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