TechniquesAdvanced

AI Safety & Guardrails

Implement safety layers and content filtering for production AI systems

2-4 weeks
2-4 people
5 tools
Key Tools
NeMo GuardrailsGuardrails AIOpenAI ModerationAnthropic APILangfuse
Implementation Steps
  1. 1

    Implement input validation and sanitization

  2. 2

    Add OpenAI Moderation for content filtering

  3. 3

    Set up NeMo Guardrails for conversation rails

  4. 4

    Use Guardrails AI for output validation

  5. 5

    Implement PII detection and redaction

  6. 6

    Create audit logs for compliance

  7. 7

    Test with adversarial prompt injection attempts

Expected Outcomes
  • Protected against prompt injection
  • Content policy enforcement
  • Audit trail for compliance
  • Reduced risk of harmful outputs
Pro Tips
  • Layer multiple safety mechanisms
  • Test with red team exercises
  • Log all blocked content for review
  • Update safety rules based on incidents
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