File size: 867 Bytes
0ece81f | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 | from rragent.schema import TraceEvent
from rragent.utils.text import normalize_text, split_requirements, redact_sensitive
def parse_jd_and_resumes(jd_text: str, candidates: list[dict]):
jd_clean = normalize_text(jd_text)
jd_items = split_requirements(jd_clean)
cand_struct = []
for c in candidates:
raw = c["raw_text"]
redacted = redact_sensitive(raw)
cand_struct.append({
"candidate_id": c["candidate_id"],
"text": normalize_text(redacted)
})
jd_struct = {"raw": jd_clean, "items": jd_items}
ev = TraceEvent(
step="1",
agent="ParserAgent",
status="ok",
summary=f"Parsed JD into {len(jd_items)} requirement items; normalized + redacted {len(cand_struct)} resumes.",
details="\n".join(jd_items[:12])
)
return jd_struct, cand_struct, ev
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