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v0.13.3

kroko-ai/kroko-onnxv0.13.3Dec 12, 2025by jmartin-tech

AI Summary

This release introduces new plugins including an API key probe, a zero-width bad character injection probe, and an AWS Bedrock generator. It also improves existing plugins with new targets and updates documentation standards, alongside various bug fixes and performance optimizations.

Key Highlights

  • New AWS Bedrock generator plugin added.
  • New API key probe and detector introduced.
  • Zero-width bad character injection probe added.
  • Improved documentation structure and standards implemented.
  • Deferred loading and requirement pruning for better performance.

Breaking Changes

  • Removed support for initializing `attempt.prompt` with a simple string.
  • Removed support for the `attempt.lang` value.

New Features

  • Enable consistent PRNG access in generators.
  • `OpenAICompatible` classes now perform one generation at a time by default.
  • Deferred loading and requirement pruning implemented.

Full Release Notes

## What's Changed

### New plugins
* probe: Api key probe + detector by @martinebl in https://github.com/NVIDIA/garak/pull/1406
* probe: zero width bad char injection by @Har1sh-k in https://github.com/NVIDIA/garak/pull/1489
* generator: AWS bedrock generator by @fabriziorocco in https://github.com/NVIDIA/garak/pull/1462

### New features
* enable consistent PRNG access in generators by @jmartin-tech in https://github.com/NVIDIA/garak/pull/1496

### Improved plugins
* probe: Add more unreal pkghallu targets by @leondz in https://github.com/NVIDIA/garak/pull/1480
* feature: `OpenAICompatible` classes do one generation at a time by default by @leondz in https://github.com/NVIDIA/garak/pull/1524

### Documentation
* docs: add test for file extensions in docs dir by @leondz in https://github.com/NVIDIA/garak/pull/1474
* docs: describe probe module doc standard; implement it in all probe modules by @leondz in https://github.com/NVIDIA/garak/pull/1473
* docs(fix): Format list in RST by @mikemckiernan in https://github.com/NVIDIA/garak/pull/1491
* docs: add projects file for tracking garak ecosystem by @leondz in https://github.com/NVIDIA/garak/pull/1493
* doc: rm links to doc source; show links to github code source by @leondz in https://github.com/NVIDIA/garak/pull/1506
* docs: check for markdown in plugin docs, check for plugin module docstrings by @leondz in https://github.com/NVIDIA/garak/pull/1505
* docs: refine markdown checks by @leondz in https://github.com/NVIDIA/garak/pull/1510

### Tuning & fixes
* tests: detector cardinality test tweaks by @leondz in https://github.com/NVIDIA/garak/pull/1476
* tool: add script for rebuilding plugin cache by @leondz in https://github.com/NVIDIA/garak/pull/1478
* allow for `apikey` case where `group=None` by @boltzmann-brain in https://github.com/NVIDIA/garak/pull/1497
* fix: metadata and vuln_id handling in AVID report export by @saichandrapandraju in https://github.com/NVIDIA/garak/pull/1495
* test: add tests for `apikey` detector `None`-group handling by @leondz in https://github.com/NVIDIA/garak/pull/1501
* bugfix: `TreeSearchProbe` should handle `None`s  by @leondz in https://github.com/NVIDIA/garak/pull/1509
* housekeeping: add code of conduct by @leondz in https://github.com/NVIDIA/garak/pull/1517
* arch: rm support for init'ing `attempt.prompt` with `str`, rm support for `attempt.lang` value by @leondz in https://github.com/NVIDIA/garak/pull/1361
* fix: encoding probes storing translated text in `pre_translation_prompt` by @paulinek13 in https://github.com/NVIDIA/garak/pull/1483
* feature: deferred loading and requirement pruning by @leondz in https://github.com/NVIDIA/garak/pull/1199

## New Contributors
* @boltzmann-brain made their first contribution in https://github.com/NVIDIA/garak/pull/1497
* @fabriziorocco made their first contribution in https://github.com/NVIDIA/garak/pull/1462
* @saichandrapandraju made their first contribution in https://github.com/NVIDIA/garak/pull/1495
* @Har1sh-k made their first contribution in https://github.com/NVIDIA/garak/pull/1489

**Full Changelog**: https://github.com/NVIDIA/garak/compare/v0.13.2...v0.13.3