temp.py

### CODIO SOLUTION BEGIN
import os
import openai
import secret
openai.api_key=secret.api_key


message=[
        {"role": "system", "content": "You are a collaborative programming assistant with expertise in Python."},
        {"role": "assistant", "content": "We have a Python function that processes a large dataset, but its performance is not satisfactory. Let's brainstorm some ideas to optimize the function. Here are some initial suggestions:\n\n1. Use vectorized operations with libraries like NumPy.\n2. Apply parallel processing techniques using the multiprocessing module. \nPlease share your thoughts on these ideas, and feel free to suggest additional approaches."}
    ]


response=openai.ChatCompletion.create(
  model="gpt-3.5-turbo",
  messages= message
)
print(response['choices'][0]['message']['content'].strip())
### CODIO SOLUTION END