cognifity-verdict 0.1.0a1

Verdict — open-source LLM observability & drift detection SDK

Verdict Python SDK

PyPI distribution: cognifity-verdict. Python import: verdict.

The Verdict Python SDK. Auto-instruments your LLM calls via wrapt and captures them into a vendor-neutral Trace schema (attribute names follow the OpenTelemetry GenAI semantic conventions, but no OTel spans are emitted). Traces are written to SQLite by default (or any Storage adapter). Content capture (prompts/completions) is off by default — opt in with capture_content=True; when enabled, captured content is run through built-in regex + Luhn PII redaction before it is stored.

import verdict
from anthropic import Anthropic

verdict.init(service_name="my-app", storage="sqlite:///./verdict.db")
client = Anthropic()
# Use Anthropic normally — every call is captured.

See the repository README for the full picture, the architecture decisions, and the examples.

Apache 2.0.