44 lines
1.3 KiB
Python
44 lines
1.3 KiB
Python
"""Agent prompt builders.
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Pure module: no FastAPI imports and no HTTPException.
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"""
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from __future__ import annotations
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import json
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def prompt():
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return """You are an HR-ATS recruiting assistant.
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You are given a candidate email subject, CV/resume text extracted from an
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attachment, and a list of active job posts (id, title, description, requirements).
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Identify which job posts the candidate is most likely applying for.
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Rules:
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- Only suggest job_post_id values that appear in the provided job_posts list.
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- A candidate may match zero, one, or multiple posts.
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- Base matches on skills, role title, experience, and the subject line — not guesses.
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- If confidence is low, return an empty list rather than forcing a match.
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Respond with JSON only:
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{
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"suggested_job_post_ids": ["uuid", "..."],
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"summary": "one short sentence for the recruiter",
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"reasoning": "brief bullet-style explanation per suggested match",
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"experience": "the relevant experience of the candidate in years for the suggested match"
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}
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"""
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def user_prompt(state) -> str:
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return json.dumps(
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{
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"subject": state.get("subject") or "",
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"resume_text": state.get("resume_text") or "",
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"job_posts": state.get("job_posts") or [],
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},
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ensure_ascii=False,
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)
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