feat(cache): add caching support for jailbreak detection #1458
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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
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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.