AI Models & Serverless Inference

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System Prompt

API

import base64
  import requests
  from io import BytesIO
  from PIL import Image
  
  
  def encode_image(img):
      buffered = BytesIO()
      img.save(buffered, format="PNG")
      encoded_string = base64.b64encode(buffered.getvalue()).decode("utf-8")
      return encoded_string
  
  
  img = Image.open("path_to_your_image")
  base64_img = encode_image(img)
  
  api = "https://api.hyperbolic.xyz/v1/chat/completions"
  api_key = "<api-key>"
  
  headers = {
      "Content-Type": "application/json",
      "Authorization": f"Bearer {api_key}",
  }
  
  
  payload = {
      "messages": [{
          "role": "user",
          "content": [
              {"type": "text", "text": "What is in this image?"},
              {
                  "type": "image_url",
                  "image_url": {"url": f"data:image/jpeg;base64,"},
              },
          ],
      }],
      "model": "nvidia/NVIDIA-Nemotron-Nano-12B-v2-VL-BF16",
      "max_tokens": 512,
      "temperature": 0.1,
      "top_p": 0.001,
  }
  
  response = requests.post(api, headers=headers, json=payload)
  print(response.json())
  