生产力

import os
import json
from openai import OpenAI

client = OpenAI(api_key=os.getenv("OPENAI_API_KEY"))

def generate_summary(task_desc: str) -> dict:
    response = client.chat.completions.create(
        model="gpt-4o-mini",
        messages=[
            {"role": "system", "content": "You are a task summarizer. Output JSON only."},
            {"role": "user", "content": f"Summarize this task in 3 bullet points: {task_desc}"}
        ],
        response_format={"type": "json_object"},
        temperature=0.2
    )
    return json.loads(response.choices[0].message.content)

# 示例调用
result = generate_summary("Prepare Q3 marketing report with competitor analysis")
print(json.dumps(result, indent=2))

调用大模型生成任务摘要并校验格式

{
  "summary": [
    "Collect Q3 sales data and campaign metrics",
    "Analyze top 3 competitors\u0027 recent product launches",
    "Draft report with visualizations and recommendations"
  ],
  "estimated_hours": 8,
  "requires_review": true
}