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Create app.py
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app.py
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import gradio as gr
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from google import genai
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from google.genai import types
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import os
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from PIL import Image
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import io
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API_KEY = os.environ.get("GOOGLE_API_KEY")
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client = genai.Client(api_key=API_KEY)
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def generate_image(description: str, style: str) -> Image.Image | None:
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"""Generates an image using Gemini 2.0 Flash based on description and style."""
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if not description:
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print("Description is empty. Cannot generate image.")
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return None
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# Construct the prompt for the image generation model
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image_prompt = f"""
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Please create an illustration based on the following description and style.
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- Description: {description}
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- Style: {style}
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- Format: High resolution, detailed image.
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- Aspect Ratio: Square (1:1) is preferred, but follow the description if it implies a different ratio.
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- **DO NOT** include any text in the image.
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"""
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print(f"Generating image with prompt: {image_prompt}")
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try:
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# Call the Gemini API
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image_response = client.models.generate_content(
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model="gemini-2.0-flash-preview-image-generation",
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contents=image_prompt,
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config=types.GenerateContentConfig(
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response_modalities=['TEXT', 'IMAGE']
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)
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)
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# Process the response to extract the image
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if image_response and image_response.candidates and image_response.candidates[0].content.parts:
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for part in image_response.candidates[0].content.parts:
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if part.inline_data and part.inline_data.mime_type.startswith('image/'):
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image_data_base64 = part.inline_data.data
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img = Image.open(io.BytesIO(image_data_base64))
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img = img.resize((512, 512), Image.Resampling.LANCZOS)
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print("Image generated successfully.")
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return img
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print("Image data not found in any response parts or not an image.")
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return None
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else:
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print("Image generation response is empty or malformed.")
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return None
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except Exception as e:
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print(f"Error generating image: {e}")
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# Handle specific API errors if needed
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return None
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# Define available styles for the dropdown
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styles = [
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"Sketch - 草圖",
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"Watercolor - 水彩",
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"Oil Painting - 油畫",
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"Digital Art - 數位藝術",
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"Cartoon - 卡通",
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"Photorealistic - 寫實",
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"Abstract - 抽象派",
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"Pixel Art - 像素藝術",
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"Anime - 動畫",
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"Impressionist - 印象派"
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]
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# Create the Gradio interface
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app = gr.Interface(
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fn=generate_image,
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inputs=[
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gr.Textbox(label="✏️ Enter image description", lines=3, interactive=True),
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gr.Dropdown(choices=styles, label="🎨 Select Style", value="Sketch") # Default style
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],
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outputs=gr.Image(label="Generated Image"),
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title="🤖 Talk to Draw! 🎨",
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description="Collaborate with AI to draw images from text or voice descriptions with different styles, powered by Google Gemini 2.0 Flash.",
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flagging_mode="never" # Disable flagging feature
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)
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app.launch()
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