""" Savant Engine SDK ================= Deterministic geometric governance layer for embedding models. This package provides: - SavantWrapper: Geometry-owned embedding stabilizer - GeometryAudit: Audit logging and forensic traceability - rrf_safe_similarity: Numerically safe similarity functions for RRF pipelines Design principles: - Silent Math (zero-bias under nominal conditions) - Deterministic manifold control - Auditability for safety-critical systems """ # Versioning __version__ = "0.1.0" # Core wrapper from .savant_wrapper import SavantWrapper # Geometry audit & logging from .geometry_audit import GeometryAudit, AuditEvent # RRF-safe similarity primitives from .rrf_safe_similarity import ( safe_cosine_similarity, safe_euclidean_distance, rrf_score_safe, ) __all__ = [ "__version__", # Core "SavantWrapper", # Audit "GeometryAudit", "AuditEvent", # RRF-safe math "safe_cosine_similarity", "safe_euclidean_distance", "rrf_score_safe", ]