The third and fourth lines iterate through the subdirectory names in the bear_types variable and store the path to the subdirectory in the dest variable. It also creates the directory if the path doesn’t already exist using the mkdir method (which makes the directory) in the pathlib module from the Python library. It checks if the path in the path variable doesn’t exist using the not keyword and the exists method (which checks whether the path exists) in the pathlib module from the Python library. The first and second lines create the bear directory using the path in the path variable. Paste the code over the code in the code cell.Copy the code from below these instructions.It also prints the number of image URLs that are stored in the ims variable. It prints an API response from the list of dictionaries in the results variable and an image URL from the list of image URLs in the ims variable. The third, fourth, and fifth lines illustrate the process behind the previous lines. It also sets the k parameter (which sets the key to access the related value in each dictionary in the list of dictionaries). It gets the URLs from the list of dictionaries in the results variable using the attrgot method (which uses the key to extract the related value) in the L class from the fastai library. The second line stores a list of URLs for the images in the ims variable. It also sets the key parameter (which sets the API key to access the Bing Search API) and the term parameter (which sets the search terms to find the images). It searches for the images using the search_images_bing function (which makes the API requests and handles the responses) from the fastbook library. The first line stores a list of dictionaries in the results variable.
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