MiniMax M3.1 Flash 추론 강도: 설정과 확인 방법

curl --silent --show-error --fail-with-body \
  'https://api.evolink.ai/v1/chat/completions' \
  -H "Authorization: Bearer ${EVOLINK_API_KEY:?Set EVOLINK_API_KEY first}" \
  -H 'Content-Type: application/json' \
  --data '{
    "model": "MiniMax-M3.1-Flash",
    "reasoning_effort": "low",
    "max_completion_tokens": 4096,
    "stream": false,
    "messages": [{
      "role": "user",
      "content": "Extract the ticket below. Return only a JSON object with exactly these string fields: ticket_id, status, priority. Do not add Markdown or invent values. Ticket: INC-1042. Status: open. Priority: high."
    }]
  }' \
  --output m31-flash-response.json

python3 - <<'PY'
import json
from pathlib import Path

response = json.loads(Path("m31-flash-response.json").read_text())
choices = response.get("choices") or []
if not choices:
    raise SystemExit("No choices returned; inspect the response before scoring.")

choice = choices[0]
message = choice.get("message") or {}
answer = message.get("content")
finish = choice.get("finish_reason")
print("model:", response.get("model"))
print("finish_reason:", finish)
print("reasoning_present:", bool(message.get("reasoning_content")))
print("usage:", json.dumps(response.get("usage"), ensure_ascii=False))

if finish != "stop" or not isinstance(answer, str) or not answer.strip():
    raise SystemExit("Incomplete or unexpected completion; inspect before scoring.")

try:
    extracted = json.loads(answer)
except json.JSONDecodeError:
    raise SystemExit("Task failed: final answer is not a plain JSON object.")

expected = {"ticket_id": "INC-1042", "status": "open", "priority": "high"}
if extracted != expected:
    raise SystemExit("Task failed: keys or values do not match the supplied ticket.")

print("Task acceptance: PASS")
PY