On-premise library that detects and anonymizes PII, credentials and confidential content in text before it reaches an LLM. A hybrid three-layer detection engine — deterministic regex with tiered confidence (checksum > structural > fuzzy), spaCy-based NER, and local-LLM semantic adjudication — where layers verify, relabel, drop and add each other’s findings in a single pass. No data ever leaves the host.
PythonspaCyGLiNEROllamavLLM