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"""
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",
]
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