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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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from PIL import Image
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from io import BytesIO
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import os
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# Make sure your GEMINI_API_KEY is set in Hugging Face secrets/environment
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GEMINI_API_KEY = os.environ.get("GEMINI_API_KEY")
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if not GEMINI_API_KEY:
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raise ValueError("GEMINI_API_KEY not found in environment variables.")
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# Initialize Gemini client
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client = genai.Client(api_key=GEMINI_API_KEY)
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# Gradio function
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def generate_image_and_caption(prompt):
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try:
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response = client.models.generate_content(
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model="gemini-2.0-flash-preview-image-generation",
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contents=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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caption = "No text response."
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img = None
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for part in response.candidates[0].content.parts:
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if part.text:
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caption = part.text
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elif part.inline_data:
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img = Image.open(BytesIO(part.inline_data.data))
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return caption, img
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except Exception as e:
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return f"Error: {str(e)}", None
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# Gradio UI
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with gr.Blocks(title="Gemini 2.0 Flash Preview Image Generator") as demo:
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gr.Markdown("## 🧠✨ Gemini 2.0 Flash Preview Image Generator")
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gr.Markdown("Enter a prompt and get a 3D rendered image + text generated by Google Gemini.")
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with gr.Row():
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prompt = gr.Textbox(label="Your Prompt", placeholder="Describe the scene...")
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submit = gr.Button("Generate")
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output_text = gr.Textbox(label="Generated Description")
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output_image = gr.Image(label="Generated Image")
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submit.click(fn=generate_image_and_caption, inputs=prompt, outputs=[output_text, output_image])
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# Run the app
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if __name__ == "__main__":
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demo.launch()
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