- Add intelligent memory calculation based on data size and system specs - search_memory_maximum: 1/10 of embedding size (controls PQ compression) - build_memory_maximum: 50% of available RAM (controls sharding) - Provides optimal balance between performance and memory usage - Automatic fallback to default values if parameters are explicitly provided