openlayer-guardrails 0.1.0

Guardrails that can be used to check inputs and outputs of functions and works well with Openlayer tracing.

Openlayer Guardrails

Open source guardrail implementations that work with Openlayer tracing.

Installation

pip install openlayer-guardrails[pii]

Usage

Standalone Usage

from openlayer_guardrails import PIIGuardrail

# Create guardrail
pii_guard = PIIGuardrail(
    block_entities={"CREDIT_CARD", "US_SSN"},
    redact_entities={"EMAIL_ADDRESS", "PHONE_NUMBER"}
)

# Check inputs manually
data = {"message": "My email is [e-mail] and SSN is 123-45-6789"}
result = pii_guard.check_input(data)

if result.action.value == "block":
    print(f"Blocked: {result.reason}")
elif result.action.value == "modify":
    print(f"Modified data: {result.modified_data}")

With Openlayer Tracing

from openlayer_guardrails import PIIGuardrail
from openlayer.lib.tracing import trace

# Create guardrail
pii_guard = PIIGuardrail()

# Apply to traced functions
@trace(guardrails=[pii_guard])
def process_user_data(user_input: str):
    return f"Processed: {user_input}"

# PII is automatically detected and handled
result = process_user_data("My email is [e-mail]")
# Output: "Processed: My email is [EMAIL-REDACTED]"