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topiccore

Input/Output Guardrails

Filter every prompt pre/post — block toxic, off-topic, PII, jailbreak.

3 hours2 resources

Input guardrail examples: Prompt injection detection, PII detection (Presidio), topic classifier (reject non-banking questions), malicious patterns (jailbreak phrases).

Output guardrail examples: Schema validation, brand safety (don't mention competitors), citation check (does every claim have a source?), hallucination detection.

Frameworks: Guardrails AI, NeMo Guardrails, Llama Guard.

Resources(2)

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