Supported Models for Image Processing Model Name Capabilities meta-llama/Llama-3.2-90B-Vision-Instruct Multi-modal vision model supporting image understanding. Qwen/Qwen2-VL-7B-Instruct Supports both text and image-based inputs for AI interactions.
Image uploads are only available via API requests. They are not supported in the Chat UI.
Sending an Image via API Request The API allows two ways to send an image:
Passing an Image URL (recommended for publicly hosted images)Sending a Base64 Encoded Image (for local images)
Passing a URL
Passing a Base64 encoded image
import requests url = "https://api.intelligence.io.solutions/api/v1/chat/completions" headers = { "Authorization" : "Bearer \$IOINTELLIGENCE_API_KEY" , "Content-Type" : "application/json" } data = { "model" : "meta-llama/Llama-3.2-90B-Vision-Instruct" , "messages" : [ { "role" : "system" , "content" : "You are an AI assistant." }, { "role" : "user" , "content" : [ { "type" : "text" , "text" : "What is in this image?" }, { "type" : "image_url" , "image_url" : { "url" : "https://your-image-url.com/image.jpg" }} ]} ] } response = requests.post(url, json = data, headers = headers) print (response.json())
The image URL must be publicly accessible. Private or authentication-required URLs won’t work.
To ensure successful processing, images must meet these requirements:
Requirement Details Format JPEG, PNG, WEBP, or GIF (static) Max File Size 20MB Resolution At least 512x512 pixels recommended Max Dimensions 4096×4096 pixels Accessibility If using a URL, ensure it is publicly accessible Multi-Image Support Up to 10 images per request
Best Practices for Image Uploads
Optimize File Size: While the max limit is 20MB, smaller files (1-5MB) ensure faster processing.
Use Clear Images: Avoid blurry or low-resolution images for better AI analysis.
Ensure Public URLs: If passing a URL, test it in a browser to confirm it’s accessible.
Expected API Response Upon successful submission, the API will return a structured response with AI-generated insights based on the image.
Example Response: { "id" : "chatcmpl-abc123" , "object" : "chat.completion" , "created" : 1710456789 , "model" : "meta-llama/Llama-3.2-90B-Vision-Instruct" , "choices" : [ { "index" : 0 , "message" : { "role" : "assistant" , "content" : "This is an image of a cat sitting on a table." }, "finish_reason" : "stop" } ], "usage" : { "prompt_tokens" : 120 , "completion_tokens" : 20 , "total_tokens" : 140 } } Common Issues & Troubleshooting Issue Possible Cause Solution ”An image? I’m in text format, so I can’t see it…” Model does not support image input Ensure you are using one of the supported vision models. ”Invalid image format” Image not encoded properly Convert image to base64 before sending. ”Unauthorized” API key is missing or incorrect Check that your API key is valid and correctly formatted.
