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import os | |
import openai | |
from typing import Dict, List, Optional | |
from pydantic import BaseModel, Field, SecretStr | |
from utils.summarizer import get_analyze_result | |
from workcell.integrations.types import MarkdownMixin | |
class Input(BaseModel): | |
keywords: List[str] = Field(default=["backend development", "micro services", 'dev-ops', 'OKR'], max_items=20, | |
description="List of keyword to describe your work this week.") | |
openai_api_key: Optional[SecretStr] = Field( | |
..., description="OpenAI API key, provide if you have, or use our default key (may reach tier limit)." | |
) | |
def generate_weekly_report(input: Input) -> MarkdownMixin: | |
"""Returns a weekly report by several keywords, generated by OpenAI GPT3 API.""" | |
openai.api_key = os.getenv('SECRET_OPENAI_WORKCELL_WEBPAGE_QA') | |
# return summarization | |
text = input.keywords | |
analyze = get_analyze_result(text) | |
output = MarkdownMixin( | |
data = analyze | |
) | |
return output |