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39 lines
1.0 KiB
Python
39 lines
1.0 KiB
Python
'''
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A simple test to interact with the OpenAI API
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and analyze logs from applications, firewalls, operating systems, and more.
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Author: Omar Santos, @santosomar
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'''
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# Import the required libraries
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# pip3 install openai python-dotenv
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# Use the line above if you need to install the libraries
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from dotenv import load_dotenv
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import openai
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import os
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# Load the .env file
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load_dotenv()
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# Get the API key from the environment variable
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openai.api_key = os.getenv('OPENAI_API_KEY')
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# Read the diff from a file
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with open('logs.txt', 'r') as file:
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log_file = file.read()
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# Prepare the prompt
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prompt = [{"role": "user", "content": f"Explain the following logs:\n\n{log_file} . Explain if there is any malicious activity in the logs."}]
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# Generate the AI chat completion via the OpenAI API
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# I am only using GTP 3.5 Turbo for this example.
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response = openai.ChatCompletion.create(
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model="gpt-3.5-turbo-16k",
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messages=prompt,
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max_tokens=10000
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)
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# print the response from the OpenAI API
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print(response.choices[0].message.content)
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