Detectors API

Pattern detection for input/output validation with 700+ patterns.

Input Validator

Pre-AI attack detection.

from sentinelseed.detection import InputValidator

validator = InputValidator()
result = validator.validate(user_input)

if not result.safe:
    print(f"Detected: {result.issues}")

Output Validator

Post-AI heuristic checking.

from sentinelseed.detection import OutputValidator

validator = OutputValidator()
result = validator.validate(ai_response)

if not result.safe:
    print(f"Issues: {result.issues}")

Detection Categories

Layered Validation

from sentinelseed.detection import LayeredValidator

validator = LayeredValidator(
    use_heuristic=True,
    use_semantic=True,
    api_key="sk-..."
)

result = validator.validate(content)
print(f"Layer: {result.layer}")  # heuristic or semantic

Configuration

InputValidator(
    max_text_size=50*1024,  # 50KB
    timeout=30.0,
    fail_closed=False,
)

OutputValidator(
    max_text_size=50*1024,
    timeout=30.0,
    fail_closed=False,
)