Examples

Ready-to-run examples demonstrating Guardrails in various scenarios. See the guardrails/examples/ folder for complete implementations.

Example Implementations

• hello_world.py — Basic pipeline configuration with input/output guardrails
• agents_sdk.py — Integration with OpenAI Agents SDK
• pii_mask_example.py — PII detection and scrubbing
• structured_outputs_example.py — Using responses.parse with guardrails
• Streaming — Stream output while guardrails run
• Blocking — Validate fully before showing output

Hallucination Detection Example

Complete implementation using real documents as knowledge sources: examples/hallucination_detection/

Getting Started

1. Follow the Quickstart guide: Python
2. Explore repositories: Python examples
3. Run scripts to see Guardrails in action

Each example is self-contained with clear configuration and usage patterns.