import os
import re

def fix_image_paths(file_path):
    with open(file_path, 'r') as f:
        content = f.read()
    
    # Fix Logo image at the top
    content = content.replace('[![Logo](_images/', '[![Logo](../_images/')
    
    # Fix other image references
    pattern = r'!\[\.\./_images/([^]]+)\]\(_images/([^)]+)\)'
    content = re.sub(pattern, r'![\1](../_images/\2)', content)
    
    with open(file_path, 'w') as f:
        f.write(content)

def process_directory(dir_path):
    for root, dirs, files in os.walk(dir_path):
        for file in files:
            if file.endswith('.md'):
                file_path = os.path.join(root, file)
                fix_image_paths(file_path)

if __name__ == "__main__":
    docs_dir = "/Users/dhanraj/Desktop/kpme_scraper/docs"
    process_directory(docs_dir)