CMVK — Verification Kernel — Public Preview
Part of Agent OS - Kernel-level governance for AI agents
Basic drift detection between model outputs.
CMVK provides lightweight functions for comparing text and embeddings to detect when model outputs diverge. Use it to verify that two models (or two runs of the same model) produce semantically equivalent results.
Installation
pip install agentmesh-drift
Quick Start
from cmvk import verify
score = verify("def add(a, b): return a + b", "def add(x, y): return x + y")
print(f"Drift: {score.drift_score:.3f}") # 0.0 = identical
Features
- Text comparison with drift scoring (0.0–1.0)
- Embedding and distribution comparison utilities
- Batch verification with aggregation
- Zero external service dependencies (numpy only)
License
MIT License - see LICENSE for details.
1 maintainer
Metadata
1 maintainer
Release files for agentmesh_drift 3.7.0
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| File | Size | Uploaded | Provenance | |
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| agentmesh_drift-3.7.0.tar.gz | 34.9 kB | Without provenance | Details |
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| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| agentmesh_drift-3.7.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 73.6 kB
Release files / agentmesh_drift-3.7.0.tar.gz
| Download URL | agentmesh_drift-3.7.0.tar.gz |
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| Size | 34.9 kB |
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Release files / agentmesh_drift-3.7.0-py3-none-any.whl
| Download URL | agentmesh_drift-3.7.0-py3-none-any.whl |
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| Size | 38.7 kB |
| Tags | Python 3 |
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