DriftWatch Python SDK — semantic drift and model staleness monitor. Part of the Thread Suite.
Project description
DriftWatch Python SDK
pip install thread-driftwatch
from driftwatch import DriftWatch
dw = DriftWatch()
endpoint = dw.create_endpoint("my-model", "https://my-model.com/run")
anchor = dw.create_anchor("tax-law", "What is the VAT rate in Ghana?", "15%", source_url="https://gra.gov.gh")
result = dw.run_check(endpoint["id"], domain="tax-law")
print(result["staleness_score"]) # 1.0 = fully current, 0.0 = fully stale
print(result["drift_detected"]) # True if a previously passing anchor now fails
Part of the Thread Suite.
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