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from smolagents import CodeAgent,Tool,HfApiModel,load_tool
from tools.final_answer import FinalAnswerTool
from Gradio_UI import GradioUI
from PIL import Image
import yaml
import gradio as gr
final_answer = FinalAnswerTool()
model = HfApiModel(
max_tokens=2096,
temperature=0.5,
model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud',
)
comics_generation_tool = Tool.from_space(
"black-forest-labs/FLUX.1-schnell",
name="image_generator",
description="Generate an image from a prompt"
)
with open("prompts.yaml", 'r') as stream:
prompt_templates = yaml.safe_load(stream)
agent = CodeAgent(
model=model,
tools=[final_answer, comics_generation_tool],
max_steps=6,
verbosity_level=1,
grammar=None,
planning_interval=None,
name=None,
description=None,
prompt_templates=prompt_templates
)
def final_answer(image_path):
return Image.open(image_path)
def generate_image(prompt):
result = agent.run(prompt)
if not result or not os.path.exists(result):
return "Failed to generate image."
return final_answer(result)
with gr.Blocks() as demo:
prompt_input = gr.Textbox(label="Enter Prompt")
image_output = gr.Image(label="Generated Image", type="pil")
generate_button = gr.Button("Generate Image")
generate_button.click(generate_image, inputs=prompt_input, outputs=image_output)
demo.launch() |