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