agent1.py

#Agent1 translate raw logs into summaries

import json
import ollama

def parse_log(raw_log):
    """Agent 1: Translates JSON into a summary."""
    prompt = f"""
    You are a Senior Log Parser. Your job is to read this raw JSON log and output a ONE SENTENCE summary of the activity. 
    Do not explain the JSON. Just state what happened, focusing on the IP, the user (if any), and the action. Give a two sentence description.
    
    Log Data: {json.dumps(raw_log)}
    """
    
    response = ollama.chat(model='qwen2:7b', messages=[{'role': 'user', 'content': prompt}])
    return response['message']['content']