import requests
from bs4 import BeautifulSoup

def find_broken_links(url):
    response = requests.get(url)
    soup = BeautifulSoup(response.content, 'html.parser')
    links = soup.find_all('a', href=True)
    broken_links = []
    for link in links:
        href = link['href']
        if not href.startswith('http'):
            broken_links.append(href)
    return broken_links

broken_links = find_broken_links('https://developers.llamaindex.ai/python/cloud/llamaextract/examples/')
print(broken_links)

import os
import re

def update_links(directory):
    for root, dirs, files in os.walk(directory):
        for file in files:
            if file.endswith('.md'):
                with open(os.path.join(root, file), 'r') as f:
                    content = f.read()
                updated_content = re.sub(r'\[(.*?)\]\((.*?)\)', r'\1(\1)', content)
                with open(os.path.join(root, file), 'w') as f:
                    f.write(updated_content)

update_links('/path/to/api/documentation')

import requests

def verify_links(links):
    for link in links:
        response = requests.get(link)
        if response.status_code == 200: