From f9a15a3f590580a7cae432f4bdfe8ea663354211 Mon Sep 17 00:00:00 2001
From: Omar Santos <os@cisco.com>
Date: Fri, 18 Aug 2023 22:39:35 -0400
Subject: [PATCH] updating log analyzer

---
 .gitignore                                    |  1 +
 .../analyzing_logs.py                         | 38 +++++++++++++++++++
 2 files changed, 39 insertions(+)

diff --git a/.gitignore b/.gitignore
index a0f0e53..d636c9c 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,2 +1,3 @@
 .vscode
 .DS_Store
+ai_security/AI for Incident Response/.env
diff --git a/ai_security/AI for Incident Response/analyzing_logs.py b/ai_security/AI for Incident Response/analyzing_logs.py
index e69de29..9e8d96f 100644
--- a/ai_security/AI for Incident Response/analyzing_logs.py	
+++ b/ai_security/AI for Incident Response/analyzing_logs.py	
@@ -0,0 +1,38 @@
+'''
+A simple test to interact with the OpenAI API
+and analyze logs from applications, firewalls, operating systems, and more.
+Author: Omar Santos, @santosomar
+'''
+
+# Import the required libraries
+# pip3 install openai python-dotenv  
+# Use the line above if you need to install the libraries
+from dotenv import load_dotenv
+import openai
+import os
+
+# Load the .env file
+load_dotenv()
+
+# Get the API key from the environment variable
+openai.api_key = os.getenv('OPENAI_API_KEY')
+
+# Read the diff from a file
+with open('logs.txt', 'r') as file:
+    log_file = file.read()
+
+# Prepare the prompt
+prompt = [{"role": "user", "content": f"Explain the following logs:\n\n{log_file}"}]
+
+# Generate the AI chat completion via the OpenAI API
+# I am only using GTP 3.5 Turbo for this example.
+response = openai.ChatCompletion.create(
+  model="gpt-3.5-turbo-16k",
+  messages=prompt,
+  max_tokens=10000
+)
+
+# print the response from the OpenAI API
+print(response.choices[0].message.content)
+
+