REST API with attachments

[rcapcap]

First off, thank you Fabric team for this very awesome tool!
I am calling Fabric through REST API's /chat endpoint. I am able to pass along the User Input, Pattern, Model and even Context in JSON. But if I add the Attachment parameter i.e. "attachments": "https://example.com/image.png" it does not seem to recognize it. If I run it via CLI it can recognize the image file even via a URL. I even tried using a local file i.e. "attachments": "image.png" but no luck.

[kirkhw]

@rcapcap would you mind sharing an example of how at the CLI level you're able to attach an image and get a good response? I've tried the following and receive different types of responses, some errors and some hallucinations.

echo "What's in this image? /Users/MYUSER/Downloads/IMG_5113.jpg" | fabric -a "/Users/MYUSER/Downloads/IMG_5113.jpg" -m llama3.2-vision:latest
echo "What's in this image? /Users/MYUSER/Downloads/IMG_5113.jpg" | fabric -a "/Users/MYUSER/Downloads/IMG_5113.jpg" -m gpt-5
echo "What's in this image? /Users/MYUSER/Downloads/IMG_5113.jpg" | fabric -a "/Users/MYUSER/Downloads/IMG_5113.jpg" -m sonar-pro

I've had success posting directly to my Ollama model instance, my OpenAI/GPT API endpoint+key and Perplexity.ai, but seem unable to navigate it via fabric cli v1.4.274.

[rcapcap]

fabric -sp raw_query -m gpt-4o -a https://files.readme.io/5218773ad836fa7d8e95548f49c6718fe345dda95e7e01c8c806ecf02323a831-jumpclient_diagram-2023.png