import base64
import requests

def encode_image_to_base64(image_path):
    with open(image_path, "rb") as image_file:
        return base64.b64encode(image_file.read()).decode('utf-8')

def perform_ocr(image_path):
    base64_image = encode_image_to_base64(image_path)
    response = requests.post(
        "http://localhost:9000/v1/chat/completions",
        json={
            "model":"minicpmo_2_6",
            "messages": [
                {
                    "role": "user",
                    "content": [
                        {
                            "type": "image_url",
                            "image_url": {
                                "url": "https://www.nhmagazine.com/content/uploads/2019/05/mtwashingtonFranconia-2-19-18-108-Edit-Edit.jpg"
                            },
                        },
                        {
                            "type": "text",
                            "text": "(<image>./</image>) What is shown in this image? Write a detailed response analyzing the scene.",
                        },
                    ],
                    # "content": "What is your name?",
                }
            ],
            "max_tokens": 256,
            "frequency_penalty": 1.0,
            "top_p": 0.1,
            "temperature": 0,
        }
    )

    return response.text

if __name__ == "__main__":
    image_path = "../images/plain.jpg"
    result = perform_ocr(image_path)
    print(result)