Week6Day1Task / app.py
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Update app.py
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import requests
import gradio as gr
import os
import json
import base64
from PIL import Image
import io
API_KEY = os.getenv("NVIDIA_API_KEY")
invoke_url = "https://ai.api.nvidia.com/v1/genai/stabilityai/sdxl-turbo"
headers = {
"Authorization": f"Bearer {API_KEY}",
"Accept": "application/json",
}
def generate_kindle_cover(prompt):
print(f"Generating cover for prompt: {prompt}")
print(f"API Key (first 5 characters): {API_KEY[:5]}..." if API_KEY else "API Key is not set")
payload = {
"text_prompts": [{"text": prompt}],
"seed": 0,
"sampler": "K_EULER_ANCESTRAL",
"steps": 2
}
try:
print("Sending request to NVIDIA API...")
response = requests.post(invoke_url, headers=headers, json=payload)
print(f"Received response with status code: {response.status_code}")
print(f"Response headers: {json.dumps(dict(response.headers), indent=2)}")
if response.status_code == 401:
return "Error: Unauthorized access (401). Please check your API key.", None
elif response.status_code != 200:
return f"Error: Received status code {response.status_code} from API. Response: {response.text}", None
try:
response_body = response.json()
print("Response Body:", json.dumps(response_body, indent=2))
# Extract and decode the image data
image_data = base64.b64decode(response_body['results'][0]['image'])
image = Image.open(io.BytesIO(image_data))
return "Success: Image generated successfully.", image
except json.JSONDecodeError:
return f"Error: Failed to parse JSON response. Raw response: {response.text}", None
except KeyError:
return "Error: Expected image data not found in the response.", None
except Exception as e:
print(f"An error occurred: {str(e)}")
return f"Error: {str(e)}", None
iface = gr.Interface(
fn=generate_kindle_cover,
inputs="text",
outputs=["text", gr.Image()],
title="Kindle Cover Generator",
description="Generate high-quality covers for Amazon Kindle books using the NVIDIA SDXL-Turbo model."
)
iface.launch(debug=True)