Vision Multimodal

from openai import OpenAI
import os

client = OpenAI(
    base_url="https://api.neosantara.xyz/v1",
    api_key=os.environ["NEOSANTARA_API_KEY"]
)

response = client.chat.completions.create(
    model="deepseek-v4.1-flash",
    messages=[
        {
            "role": "user",
            "content": [
                {"type": "text", "text": "Jelaskan isi grafik ini secara rinci."},
                {
                    "type": "image_url",
                    "image_url": {
                        "url": "https://images.unsplash.com/photo-1551288049-bebda4e38f71"
                    }
                }
            ]
        }
    ]
)

print(response.choices[0].message.content)

from openai import OpenAI
import base64
import os

client = OpenAI(
    base_url="https://api.neosantara.xyz/v1",
    api_key=os.environ["NEOSANTARA_API_KEY"]
)

with open("struk_belanja.jpg", "rb") as image_file:
    encoded_string = base64.b64encode(image_file.read()).decode("utf-8")

response = client.chat.completions.create(
    model="deepseek-v4.1-flash",
    messages=[
        {
            "role": "user",
            "content": [
                {"type": "text", "text": "Ekstrak nama toko, tanggal, dan total nominal belanja dari struk ini."},
                {
                    "type": "image_url",
                    "image_url": {
                        "url": f"data:image/jpeg;base64,{encoded_string}"
                    }
                }
            ]
        }
    ]
)

print(response.choices[0].message.content)

curl -X POST https://api.neosantara.xyz/v1/chat/completions \
  -H "Authorization: Bearer $NEOSANTARA_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "deepseek-v4.1-flash",
    "messages": [
      {
        "role": "user",
        "content": [
          {"type": "text", "text": "Apa warna objek utama di foto ini?"},
          {
            "type": "image_url",
            "image_url": {
              "url": "https://images.unsplash.com/photo-1551288049-bebda4e38f71"
            }
          }
        ]
      }
    ]
  }'