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Hi Jeff, how are you doing ?

I was struggling with the same problem yesterday and stumbled on your post.
I think I found a way to overcome it.

  1. You should be using this format in the API call :
[
        {
            "role": "user",
            "content": [
                {
                    "type": "text",
                    "text": "What is in this image?",
                },
                {
                    "type": "image_url",
                    "image_url": {"url": f"data:image/jpeg;base64,{base64_image}"},
                },
            ]

Bubble doesnt do the base64 encoding by defaut, so it has to be specified somewhere

  1. Backend workflow : I recommend you do this action in the frontend to test what’s wrong in the process

Hope it helps : )

Raphael