OpenMed v0.6.2

v0.6.2 expands OpenMed's multilingual PII support and hardens the new REST service for production use.

Highlights

• Added public Dutch, Hindi, and Telugu PII models:
• OpenMed/OpenMed-PII-Dutch-SuperClinical-Large-434M-v1
• OpenMed/OpenMed-PII-Hindi-SuperClinical-Large-434M-v1
• OpenMed/OpenMed-PII-Telugu-SuperClinical-Large-434M-v1
• Expanded multilingual PII coverage to 179 models across 8 languages
• Added Dutch BSN validation plus Dutch/Hindi/Telugu locale patterns, fake data, and localized date handling
• Added explicit Python examples and a new multilingual smoke example for the three newly public languages
• Hardened the REST service with shared runtime/model reuse, optional preload, stricter request validation, timeout handling, and a unified error envelope

Multilingual PII

extract_pii() and deidentify() now support:

• lang="nl" for Dutch
• lang="hi" for Hindi
• lang="te" for Telugu

French, German, Italian, and Spanish continue to expose the full 35-model multilingual family. Dutch, Hindi, and Telugu currently ship one flagship public checkpoint each.

REST Service

The FastAPI service introduced in v0.6.1 now includes:

• shared ServiceRuntime and ModelLoader reuse across requests
• optional startup warm-up via OPENMED_SERVICE_PRELOAD_MODELS
• threadpool-backed blocking inference with profile timeout enforcement
• consistent JSON error envelopes for validation, bad request, timeout, and internal error cases
• stricter schema validation for model names, confidence thresholds, extra fields, and shift_dates

Documentation and Examples

• README updated for v0.6.2
• website copy updated to reflect 8 languages / 179 PII models
• REST service guide updated with preload and error-envelope behavior
• multilingual notebook refreshed for Dutch, Hindi, and Telugu
• added examples/pii_multilingual_new_languages.py

Validation

• Focused suite: 306 passed in 0.44s
• Live smoke reviewed on the three public checkpoints
• Dutch: name, DOB, BSN, phone, address, postcode, city
• Hindi: date, phone, street address, PIN
• Telugu: date, phone, PIN, with regex/semantic merging covering the sample address span

What's Changed

• v0.6.2: harden REST service and add Dutch/Hindi/Telugu PII support by @maziyarpanahi in https://github.com/maziyarpanahi/openmed/pull/29

Full Changelog: https://github.com/maziyarpanahi/openmed/compare/v0.6.1...v0.6.2