F24-Racist-Deeds / modules /last_year /racist_chatgpt_analysis.py
jacob-stein's picture
Migrate Flask backend
97208ad
raw
history blame
848 Bytes
from openai import OpenAI
from dotenv import load_dotenv
import os
load_dotenv()
client = OpenAI(
organization=os.getenv('OPENAI_ORG_ID'),
api_key=os.getenv('OPENAI_API_KEY')
)
def racist_chatgpt_analysis(text):
response = client.chat.completions.create(
model="gpt-3.5-turbo-0125",
messages=[ # prompt engineering
{"role": "system", "content": "You are a helpful assistant designed to check if there's any racial contents. \
Please review this document for any racial or discriminatory expressions. \
If yes, return 'Yes', if there's none, please return 'No racial content found'."},
{"role": "user", "content": text}
]
)
if response.choices[0].message.content == "Yes":
return True
else:
return False