Compress Context Text

#!/usr/bin/env python3
import requests
import json

# Define your API key here. Replace "your-api-key" with your actual API key.
api_key = "your-api-key"

# Define the ChatGPT API endpoint.
url = "https://api.openai.com/v1/engines/davinci-codex/completions"

# Define the long context as a string.
long_context = """
<very long context goes here>
"""

# Define a function to send a message to the ChatGPT API.
def send_message_to_chatgpt(prompt, context=None):
    headers = {
        "Content-Type": "application/json",
        "Authorization": f"Bearer {api_key}",
    }

    data = {
        "prompt": f"{context} {prompt}" if context else prompt,
        "max_tokens": 150,
        "n": 1,
        "stop": None,
        "temperature": 0.7,
    }

    response = requests.post(url, headers=headers, data=json.dumps(data))

    if response.status_code == 200:
        result = response.json()
        return result["choices"][0]["text"].strip()
    else:
        print(f"Error {response.status_code}: {response.text}")
        return None

# Summarize the long context using ChatGPT.
summarize_prompt = f"Please provide a concise summary of the following text:\n{long_context}"
short_context = send_message_to_chatgpt(summarize_prompt)

# Example usage with the summarized context:
prompt = "What is the main point of the summarized text?"
response_text = send_message_to_chatgpt(prompt, context=short_context)
print(response_text)