如何利用ChatGPT和Python实现对话历史分析

import openai

openai.api_key = 'your_api_key'

response = openai.ChatCompletion.create(
  model="gpt-3.5-turbo",
  messages=[
        {"role": "system", "content": "You are a helpful assistant."},
        {"role": "user", "content": "Who won the world series in 2020?"},
        {"role": "assistant", "content": "The Los Angeles Dodgers won the World Series in 2020."},
        {"role": "user", "content": "Where was it played?"}
    ]
)

reply = response['choices'][0]['message']['content']
print(reply)

role = 'assistant'  # 需要分析的角色

role_history = [message['content'] for message in history if message['role'] == role]
other_history = [message['content'] for message in history if message['role'] != role]

role_prompt = "
".join(role_history)
other_prompt = "
".join(other_history)

response = openai.ChatCompletion.create(
  model="gpt-3.5-turbo",
  messages=[
        {"role": "system", "content": "You are a helpful assistant."},
        {"role": role, "content": role_prompt},
        {"role": "user", "content": other_prompt},
        {"role": "user", "content": "What is your opiNIOn?"}
    ]
)