22fbf1c77236e42343fd7e1897ae234bb6f8f0c0
Step 5: anonymise_document_regex now accepts optional NER managers, runs NER on the original (unmasked) text, and cross-validates regex-extracted names against NER detections + INSEE gazetteers. NER-only detections (names found by NER but missed by regex) are also added. Falls back to original behavior when no NER is available. Step 6: process_pdf passes NER managers into anonymise_document_regex for NER-first cross-validation. The existing NER safety net pass on masked text is preserved (double-pass: original + masked text). Quality score: 100.0/100 (A+), zero regression. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
placer tout les fichiers dans un répertoire. faire un chmod 777 install.sh pour lui donner les droits d'execution lancer ./install.sh pour lancer l'installation complete
L'installation peut prendre du temps, elle charge deux modele IA nlp. Elle crée un environement virtuel python.
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