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from smolagents import CodeAgent, HfApiModel, Tool
import gradio as gr
# Setup image generation tool
image_generation_tool = Tool.from_space(
"black-forest-labs/FLUX.1-schnell",
name="image_generator",
description="Generate an image from a prompt"
)
agent = CodeAgent(tools=[image_generation_tool], model=HfApiModel())
def generate_image(prompt):
try:
# 1) First, ask the agent to improve the prompt.
# We'll do only the 'improve' part here.
improved_prompt_result = agent.run(
f"Improve this prompt: {prompt}",
additional_args={
'user_prompt': prompt,
'output': 'improved_prompt'
}
)
# Convert the result to string
improved_prompt = str(improved_prompt_result).strip()
# 2) Now, use the improved prompt to generate the image
image_result = agent.run(
f"Generate an image from this improved prompt: {improved_prompt}",
additional_args={'user_prompt': improved_prompt}
)
generated_image = str(image_result)
# Return the image along with the improved prompt
return generated_image, improved_prompt
except Exception as e:
return None, f"Error: {str(e)}"
# Create Gradio interface
interface = gr.Interface(
fn=generate_image,
inputs=gr.Textbox(label="Enter your image prompt"),
outputs=[
gr.Image(label="Generated Image"),
gr.Textbox(label="Improved Prompt Used")
],
title="Prompt Craft",
description="Enter a prompt to generate an image using FLUX.1-schnell model (the prompt will be improved automatically).",
examples=[
["a white cat wearing a cape"],
["cyberpunk city at night with neon lights"]
],
allow_flagging="never"
)
# Launch the interface
if __name__ == "__main__":
interface.launch()
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