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Decision Trace Python SDK

The Python SDK provides the core tracing API, CLI, examples, and local collector workflow for Decision Trace.

Install

pip install decision-trace

Install the optional local collector dependencies if you want the bundled FastAPI collector and decision-trace dev workflow:

pip install "decision-trace[collector]"

Quickstart

from decision_trace import decision

with decision("loan.approval", actor={"type": "system", "id": "risk_engine"}) as d:
    d.evidence("credit_score", 720)
    d.policy_check("min_score_700", "pass")
    d.outcome("approved")

Local Collector

Start the local collector:

decision-trace dev

This binds a local-only example collector on 127.0.0.1:8711 and writes events to ./data/events.jsonl.

Development

pip install -e ".[collector,test]"
pytest

Docs And Examples

Metadata

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