[layer8]

It basically gives you suggestions of what could be correct, or close to correct, but yes you have to verify yourself, and possibly make some adjustments.

[Spivak]

And honestly that's already amazingly valuable and I've been using it constantly for weeks because it narrows your search space through the documentation to the head of a pin.

Hey I need to process the EXIF data for an image; let's Google "pillow exif" and see what we get.

https://pillow.readthedocs.io/en/stable/reference/ExifTags.h...

Uhh, okay. Kinda? Maybe? This doesn't actually tell me how to actually get that data from a real image.

> Write a python program using pillow to print all the EXIF data for an image in a human readable way

    from PIL import Image
    from PIL.ExifTags import TAGS 

    # Create an Image object 
    img = Image.open('image.jpg') 

    # Get EXIF data
    exif_data = img._getexif() 
 
    # Iterate over all EXIF data fields
    for tag_id in exif_data: 
 
        # Get the tag name, instead of human unreadable tag id
        tag = TAGS.get(tag_id, tag_id) 
 
        data = exif_data.get(tag_id) 
 
        # Decode bytes 
        if isinstance(data, bytes): 
            data = data.decode() 
 
        print(f"{tag:25}: {data}")

Is it correct, sorta, close though. But it tells me I should look for a method on the image object called getexif -- hey it exists, nice! And that's what TAGS is for! Makes way more sense.