A comprehensive PII redaction and reverse mapping library
Project description
SecretStuff
A production-ready Python library for identifying, redacting, and reversing personally identifiable information (PII) in text using advanced NLP models.
Key Features
- PII Identification: Detect 150+ types of PII using GLiNER models
- Flexible Redaction: Replace PII with configurable dummy values
- Reverse Mapping: Restore original PII from redacted text
- Production Ready: Type hints, comprehensive tests, robust error handling
Quick Example
from secretstuff import SecretStuffPipeline
pipeline = SecretStuffPipeline()
redacted_text, entities, mapping = pipeline.identify_and_redact(
"John Doe's email is john@example.com and phone is +1-555-123-4567"
)
Documentation
For complete documentation, examples, and API reference, visit: https://github.com/adw777/secretStuff/blob/main/README.md
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