User: # Inputs

## Current File
Here is the file I'm looking at. It might be truncated from above and below and, if so, is centered around my cursor.
```/Users/adityajain/Documents/Scraper/scaper.py
import requests
from bs4 import BeautifulSoup
import json

def scrape_company_urls(url):
    response = requests.get(url)
    
    if response.status_code != 200:
        print(f"Failed to retrieve page. Status code: {response.status_code}")
        return None
    
    soup = BeautifulSoup(response.content, 'html.parser')
    
    container = soup.find('div', class_='search_cardsContainer__jTGn4')
    if container:
        links = container.find_all('a', href=True)
        company_urls = [link['href'].rstrip('/').rsplit('/', 1)[0] for link in links]
        return json.dumps(company_urls)
    
    return None

url = 'https://www.kununu.com/de/search?q=berlin&country=de'
company_urls_json = scrape_company_urls(url)
print(company_urls_json)

```


User: 

Write a python scraping script that goes to this url - https://www.kununu.com/de/search?q=berlin&country=de and fetches the url for these companies, that is in the element "search_cardsContainer__jTGn4" and strip the last part of the url which is the company name and return it as json
Assistant: 

To modify the existing script to fetch the URLs for the companies from the element with the class `search_cardsContainer__jTGn4`, you'll need to adjust the BeautifulSoup parsing logic. Here's how you can update the `scrape_company_urls` function:

```python:/Users/adityajain/Documents/Scraper/scaper.py
def scrape_company_urls(url):
    # ... existing code ...

    # Find all company URLs within the specified container
    container = soup.find('div', class_='search_cardsContainer__jTGn4')
    if container:
        links = container.find_all('a', href=True)
        company_urls = [link['href'].rstrip('/').rsplit('/', 1)[0] for link in links]
        # Return the company URLs as a JSON string
        return json.dumps(company_urls)
    
    return None

# ... existing code ...
```


This code snippet does the following:
- Finds the container with the class `search_cardsContainer__jTGn4`.
- Within this container, it finds all `a` elements with an `href` attribute (the links).
- Strips the last part of each URL (the company name) and collects the modified URLs in a list.
- Returns the list of URLs as a JSON string.

Remember to replace the existing logic that finds the first company URL with this new logic that finds all company URLs within the specified container.
User: 

["/de", "/de/berlin-brands-group", "/de/berlin-brands-group", "/de", "/de/berlin-chemie", "/de/berlin-chemie", "/de", "/de/berlin4", "/de/berlin4", "/de", "/de/itdz-berlin", "/de/itdz-berlin", "/de", "/de/berlin-hyp", "/de/berlin-hyp", "/de", "/de/polizei-berlin1", "/de/polizei-berlin1", "/de", "/de/charite1", "/de/charite1", "/de", "/de/gruen-berlin1", "/de/gruen-berlin1", "/de", "/de/messe-berlin", "/de/messe-berlin", "/de", "/de/stromnetz-berlin1", "/de/stromnetz-berlin1", "/de", "/de/estrel-hotel-berlin", "/de/estrel-hotel-berlin", "https://www.kununu.com/de"]

this is the current output, I want to remove "/de" and all the duplicate values and just keep "berlin-brands-group" for example.
Assistant: