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Composable toolkit for detecting and redacting sensitive data.

elide is a Rust toolkit for finding and removing PII and PHI from documents. It provides the building blocks (recognizers, deduplication, validation, redaction, and format handling) that a consumer wires into their own document-processing flow. elide is the toolkit layer only; the orchestrating runtime and gateway server live in separate projects.

Warning

Active development: API not stable. This project is under active development. Public APIs, configuration shapes, and on-disk formats may change without notice between releases. Pin a specific commit if you depend on this in production.

Features

  • Pattern detection: regex, dictionary, and checksum recognizers find structured PII and PHI across many common formats and jurisdictions
  • Context-aware scoring: nearby keywords lift the confidence of ambiguous matches, so weak findings clear the threshold only when their surroundings support them
  • Deduplication: overlapping findings from multiple recognizers reconcile into a single set of entities, with conflict resolution and confidence calibration
  • Redaction operators: mask, replace, hash, or encrypt each detected entity, with the reversible options recording what is needed to restore it
  • Format codecs: read, edit, and write documents (plain text, JSON, HTML, XML, and more) with faithful round-tripping that changes only the redacted parts
  • Provenance-first model: every entity carries its full audit trail of how it was found, scored, and hidden

Documentation

See docs/ for architecture, security, and API documentation.

Changelog

See CHANGELOG.md for release notes and version history.

License

Apache 2.0 License, see LICENSE.txt

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Composable redaction framework for building PII detection and removal pipelines over unstructured data. Built-in recognizers, custom rules, and ML models to analyze and anonymize multimodal documents.

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