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#!/usr/bin/env python3
"""
Audit evidence-link coverage in /api/search results.
"""
import os
import requests
BASE_URL = os.getenv("BIOFLOW_API_URL", "http://localhost:8000")
QUERIES = [
"EGFR inhibitor",
"BRCA1 breast cancer",
"kinase inhibitor therapy",
"TP53 mutation cancer",
]
def main():
total = 0
with_evidence = 0
for q in QUERIES:
r = requests.post(
f"{BASE_URL}/api/search",
json={"query": q, "top_k": 10, "use_mmr": True},
timeout=30,
)
if r.status_code != 200:
print(f"[SKIP] {q} -> {r.status_code}")
continue
data = r.json()
for item in data.get("results", []):
total += 1
if item.get("evidence_links"):
with_evidence += 1
if total == 0:
print("No results returned; evidence audit skipped.")
return 0
coverage = (with_evidence / total) * 100.0
print(f"Evidence coverage: {with_evidence}/{total} ({coverage:.1f}%)")
return 0
if __name__ == "__main__":
raise SystemExit(main())
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