admina-core

Rust accelerator for the Admina AI governance framework. Implements the performance-critical paths of the four governance domains in Rust, exposed to Python via PyO3:

  • Injection firewall — regex set + heuristic scorer
  • PII scanner — regex + checksum validators (EU national IDs)
  • Loop breaker — TF-IDF cosine similarity over a sliding window
  • Forensic hash chain — SHA-256 append-only log with chain integrity

Installation

pip install admina-core

The Python framework auto-detects the Rust engine at runtime and falls back to a pure-Python implementation if admina-core is not installed, so admina-framework always works on its own.

License

Apache-2.0. See the main repository for full documentation, the model card, and the governance domain modules.

Project links

Data verified by PyPI on Jul 15, 2026
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Key dates

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  • Released:
Newer release available (0.11.1)

1 maintainer

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Avatar for stefanoferi from gravatar.com stefanoferi

Credits

Author/Maintainer: Stefano Noferi

GitHub Statistics

Data verified by PyPI on Jul 15, 2026
The GitHub source repository was provided by the project maintainers and verified by PyPI at the time of upload. Stars, forks, and open issues/PRs are derived from that repository and have not been independently verified.

License expression

Apache-2.0
View SPDX License List

Requires

Python >=3.11

Tags

ai governance compliance eu-ai-act pii llm agent-security injection-firewall rust pyo3

Classifiers

Report project as malware

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0.11.1

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