AI6 min read
Implementing AI Guardrails: Structured Outputs, Validation & Safety
By Sayyed Abrar Akhtar • Published 2025-01-30
Prevent prompt injection attacks, PII leaks, and invalid JSON responses using Outlines and NeMo Guardrails.
Guaranteeing type-safe, schema-compliant JSON outputs from LLMs is critical for downstream API execution. Outlines leverages context-free grammars (CFGs) to constrain token generation at sampling time.
Tags:#Security#AI Safety#Python