import requests
import os
from dotenv import load_dotenv  # Install the 'python-dotenv' package

# Load environment variables from a .env file
load_dotenv()

API_URL = "https://api-inference.huggingface.co/models/runwayml/stable-diffusion-v1-5"
API_TOKEN = os.getenv("HF_API_TOKEN")  # Use os.getenv to retrieve the API token from environment variables

if API_TOKEN is None:
    raise ValueError("HF_API_TOKEN environment variable not set")

headers = {"Authorization": f"Bearer {API_TOKEN}"}

def query(payload):
    response = requests.post(API_URL, headers=headers, json=payload)
    return response.content

image_bytes = query({
    "inputs": "cat is drinking milk ",
})

import io
from PIL import Image

image = Image.open(io.BytesIO(image_bytes))
image.show()

# If you want to save the generated image to a file, you can use the save method
image.save("generated_image.png")