feat(cache): add caching support for jailbreak detection #1458
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This was referenced Oct 17, 2025
Pouyanpi
changed the title
Pouyanpi
force-pushed
the
feat/cache-jailbreak-detection
branch
from
6a7474e to
630eafa
Compare
Pouyanpi
force-pushed
the
feat/cache-safety-checks
branch
from
5c3d2bb to
fab35c0
Compare
Pouyanpi
force-pushed
the
feat/cache-jailbreak-detection
branch
from
630eafa to
9dbb323
Compare
Codecov Report✅ All modified and coverable lines are covered by tests. 📢 Thoughts on this report? Let us know! |
tgasser-nv
approved these changes
Oct 17, 2025
Pouyanpi
force-pushed
the
feat/cache-safety-checks
branch
from
fab35c0 to
ef6444d
Compare
Extends the cache system to store and restore LLM metadata (model name and provider name) alongside cache entries. This allows cached results to maintain provenance information about which model and provider generated the original response. - Added LLMMetadataDict and LLMCacheData TypedDict definitions for type safety - Extended CacheEntry to include optional llm_metadata field - Implemented extract_llm_metadata_for_cache() to capture model and provider info from context - Implemented restore_llm_metadata_from_cache() to restore metadata when retrieving cached results - Updated get_from_cache_and_restore_stats() to handle metadata extraction and restoration - Added comprehensive test coverage for metadata caching functionalit
Extends the LLM caching system to support jailbreak detection. The jailbreak detection action now caches results with metadata, properly tracks call information for tracing, and includes a fix to skip unnecessary LLM initialization for jailbreak detection models in the Rails configuration. Changes - Added caching support to jailbreak_detection_model() with cache hit/miss logic - Implemented LLM call info tracking for jailbreak detection (duration, timestamps, cache status) - Added processing log integration for tracing jailbreak detection calls - Modified LLMRails to skip LLM initialization for jailbreak_detection type models - Comprehensive test coverage including cache hits, misses, and model initialization behavior - Tests verify that jailbreak detection models with cache configs are registered correctly update license
Pouyanpi
force-pushed
the
feat/cache-jailbreak-detection
branch
from
9dbb323 to
d38eb0b
Compare
Pouyanpi
added a commit
that referenced
this pull request
Oct 28, 2025
* feat(cache): add LLM metadata caching for model and provider information Extends the cache system to store and restore LLM metadata (model name and provider name) alongside cache entries. This allows cached results to maintain provenance information about which model and provider generated the original response. - Added LLMMetadataDict and LLMCacheData TypedDict definitions for type safety - Extended CacheEntry to include optional llm_metadata field - Implemented extract_llm_metadata_for_cache() to capture model and provider info from context - Implemented restore_llm_metadata_from_cache() to restore metadata when retrieving cached results - Updated get_from_cache_and_restore_stats() to handle metadata extraction and restoration - Added comprehensive test coverage for metadata caching functionalit * feat(cache): add caching support for jailbreak detection
tgasser-nv
pushed a commit
that referenced
this pull request
Oct 28, 2025
* feat(cache): add LLM metadata caching for model and provider information Extends the cache system to store and restore LLM metadata (model name and provider name) alongside cache entries. This allows cached results to maintain provenance information about which model and provider generated the original response. - Added LLMMetadataDict and LLMCacheData TypedDict definitions for type safety - Extended CacheEntry to include optional llm_metadata field - Implemented extract_llm_metadata_for_cache() to capture model and provider info from context - Implemented restore_llm_metadata_from_cache() to restore metadata when retrieving cached results - Updated get_from_cache_and_restore_stats() to handle metadata extraction and restoration - Added comprehensive test coverage for metadata caching functionalit * feat(cache): add caching support for jailbreak detection
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Extends the LLM caching system to support jailbreak detection. The jailbreak detection action now caches results with metadata, properly tracks call information for tracing, and includes a fix to skip unnecessary LLM initialization for jailbreak detection models in the Rails configuration.
Changes
jailbreak_detection_model()with cache hit/miss logicLLMRailsto skip LLM initialization forjailbreak_detectiontype modelsDependencies
Part of Stack
This is PR 4/5 in the NeMoGuards caching feature stack.