meme / generateText.py
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from openai import OpenAI
from dotenv import load_dotenv
import os
from PIL import Image
from ImageProcess import classify_image
load_dotenv()
api_key = os.environ.get("OPENAI_API_KEY") # ์‹ค์ œ ํ‚ค ์ž…๋ ฅ
def create_funny_caption(label):
client = OpenAI(
api_key=api_key,
)
print(f"label:{label}")
prompt = f"""์ด ์ด๋ฏธ์ง€๋Š” label: "{label}"์ด ํ‘œ์‹œ๋œ ์ด๋ฏธ์ง€์ธ๋ฐ,
resnet50 ๋ชจ๋ธ์ด ๋ถ„๋ฅ˜ํ•œ ๊ฒฐ๊ณผ์•ผ.
์ด Label ๊ณผ ๊ด€๋ จ๋œ ๊ธฐ๋ฐœํ•˜๊ณ  ์žฌ์น˜์žˆ๋Š” ๋†๋‹ด์„ ํ•ด ์คฌ์œผ๋ฉด ์ข‹๊ฒ ์–ด.
"""
print("prompt:", prompt)
response = client.responses.create(
model="gpt-3.5-turbo",
instructions="""
๋„ˆ๋Š” ๋ฐˆ ์•„์ด๋””์–ด๋ฅผ ์ƒ์„ฑํ•˜๋Š” ์ฐฝ์˜์  ์ฝ”๋ฏธ๋”” ์ž‘๊ฐ€์•ผ.
๋‹ˆ๊ฐ€ ์ด๋ฏธ์ง€๋ฅผ ์ง์ ‘ ๋ณด์ง€ ๋ชปํ•œ๋‹ค๋Š” ๊ฒƒ์€ ์•Œ๊ณ  ์žˆ์–ด.
๊ทธ๋Ÿฌ๋‹ˆ ์ด๋ฏธ์ง€๋ฅผ ์ง์ ‘ ๋ณด์ง€ ๋ชปํ•œ๋‹ค๋Š” ๋ง์€ ํ•˜์ง€ ๋ง์•„์ค˜.
๋Œ€์‹  ์ด๋ฏธ์ง€๋ฅผ ์„ค๋ช…ํ•˜๋Š” prompt ๋ฅผ ์ดํ•ดํ•œ ๋’ค, ์งง๊ณ  ์žฌ๋ฐŒ๋Š” ๋ฌธ๊ตฌ๋ฅผ ๋งŒ๋“ค์–ด์ค˜.
๋ฌธ๊ตฌ๋Š” 100์ž ์ด๋‚ด๋กœ ํ•ด์ค˜.
๋ฌธ๊ตฌ๋Š” ํ•œ๊ตญ์–ด๋กœ ์ž‘์„ฑํ•ด์ค˜.
๋ถ„์„๋ผ๋ฒจ : ๋’ค์— ์˜ค๋Š” ๋ผ๋ฒจ๋“ค๋„ ํ•œ๊ตญ์–ด๋กœ ๋ฒˆ์—ญํ•ด์„œ ๋ณด์—ฌ์ฃผ๋ฉด ๋” ์ข‹๊ฒ ์–ด.
""",
input=prompt
)
return response.output_text