53 lines
1.7 KiB
Python
53 lines
1.7 KiB
Python
"""Claude Haiku 일괄 카드가치 판단. 실패/미설정 시 빈 dict (graceful)."""
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from __future__ import annotations
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import json
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import logging
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import re
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from typing import Any, Dict, List
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from anthropic import Anthropic
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from .config import ANTHROPIC_API_KEY, ANTHROPIC_MODEL_HAIKU
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logger = logging.getLogger(__name__)
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PROMPT = """다음 인스타 카드뉴스 후보 키워드들을 카드로 만들 가치(흥미·시의성·정보성)와
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리스크(민감·논란)를 종합해 0~1 점수로 평가해라. 코드펜스 없이 JSON 배열로만 출력:
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[{{"keyword_id": <id>, "score": <0~1>}}, ...]
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후보:
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{items}"""
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def _strip_codefence(s: str) -> str:
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s = s.strip()
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if s.startswith("```"):
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s = re.sub(r"^```(?:json)?\s*|\s*```$", "", s).strip()
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return s
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def parse_judge_response(raw: str) -> Dict[int, float]:
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try:
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data = json.loads(_strip_codefence(raw))
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return {int(d["keyword_id"]): float(d["score"]) for d in data}
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except Exception:
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logger.warning("judge 응답 파싱 실패")
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return {}
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def judge_candidates(candidates: List[Dict[str, Any]]) -> Dict[int, float]:
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if not ANTHROPIC_API_KEY or not candidates:
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return {}
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items = "\n".join(f'- id={c["id"]}: {c["keyword"]} ({c["category"]})' for c in candidates)
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try:
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client = Anthropic(api_key=ANTHROPIC_API_KEY)
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resp = client.messages.create(
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model=ANTHROPIC_MODEL_HAIKU, max_tokens=512,
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messages=[{"role": "user", "content": PROMPT.format(items=items)}],
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)
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return parse_judge_response(resp.content[0].text)
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except Exception:
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logger.exception("judge_candidates 호출 실패")
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return {}
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