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#!/usr/bin/env python3
"""
Advanced Automation System with AI Integration
Robust version with multiple screenshot methods
"""
import pyautogui
import cv2
import numpy as np
import torch
def load_learned_patterns(self):
"""Load previously learned interaction patterns"""
try:
patterns_file = self.memory_dir / "learned_patterns.json"
if patterns_file.exists():
with open(patterns_file, 'r') as f:
return json.load(f)
except Exception as e:
print(f"Could not load learned patterns: {e}")
return {}
def load_learned_patterns(self):
"""Load previously learned interaction patterns"""
try:
patterns_file = self.memory_dir / "learned_patterns.json"
if patterns_file.exists():
with open(patterns_file, 'r') as f:
return json.load(f)
except Exception as e:
print(f"Could not load learned patterns: {e}")
return {}