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Update app.py
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app.py
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from smolagents import CodeAgent,
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import datetime
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import requests
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import pytz
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import yaml
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from tools.final_answer import FinalAnswerTool
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from Gradio_UI import GradioUI
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def my_custom_tool(arg1:str, arg2:int)-> str: #it's import to specify the return type
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#Keep this format for the description / args / args description but feel free to modify the tool
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"""A tool that does nothing yet
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Args:
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arg1: the first argument
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arg2: the second argument
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"""
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return "What magic will you build ?"
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@tool
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def
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"""A tool that
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timezone: A string representing a valid timezone (e.g., 'America/New_York').
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"""
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try:
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# Create timezone object
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tz = pytz.timezone(timezone)
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# Get current time in that timezone
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local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
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return f"The current local time in {timezone} is: {local_time}"
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except Exception as e:
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return f"Error fetching time for timezone '{timezone}': {str(e)}"
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final_answer = FinalAnswerTool()
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# If the agent does not answer, the model is overloaded, please use another model or the following Hugging Face Endpoint that also contains qwen2.5 coder:
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# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud'
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model = HfApiModel(
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max_tokens=2096,
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temperature=0.5,
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model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud',
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custom_role_conversions=None,
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)
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# Import tool from Hub
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#image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
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comics_generation_tool = Tool.from_space(
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#"jbilcke-hf/ai-comic-factory",
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"black-forest-labs/FLUX.1-schnell",
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#name="comics_generator",
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#description="Create your own AI comic with a single prompt"
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name="image_generator",
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description="Generate an image from a prompt"
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)
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with open("prompts.yaml", 'r') as stream:
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prompt_templates = yaml.safe_load(stream)
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agent = CodeAgent(
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model=model,
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tools=[final_answer, comics_generation_tool],
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max_steps=6,
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verbosity_level=1,
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grammar=None,
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prompt_templates=prompt_templates
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)
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from smolagents import CodeAgent, Tool
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from tools.final_answer import FinalAnswerTool
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from Gradio_UI import GradioUI
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from PIL import Image
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import yaml
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import gradio as gr
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@tool
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def my_custom_tool(arg1: str, arg2: int) -> str:
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"""A tool that does nothing yet."""
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return "What magic will you build?"
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final_answer = FinalAnswerTool()
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model = HfApiModel(
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max_tokens=2096,
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temperature=0.5,
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model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud',
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)
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comics_generation_tool = Tool.from_space(
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"black-forest-labs/FLUX.1-schnell",
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name="image_generator",
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description="Generate an image from a prompt"
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)
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with open("prompts.yaml", 'r') as stream:
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prompt_templates = yaml.safe_load(stream)
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agent = CodeAgent(
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model=model,
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tools=[final_answer, comics_generation_tool],
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max_steps=6,
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verbosity_level=1,
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grammar=None,
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prompt_templates=prompt_templates
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)
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def final_answer(image_path):
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return Image.open(image_path)
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def generate_image(prompt):
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result = agent.run(prompt)
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if not result or not os.path.exists(result):
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return "Failed to generate image."
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return final_answer(result)
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with gr.Blocks() as demo:
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prompt_input = gr.Textbox(label="Enter Prompt")
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image_output = gr.Image(label="Generated Image", type="pil")
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generate_button = gr.Button("Generate Image")
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generate_button.click(generate_image, inputs=prompt_input, outputs=image_output)
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demo.launch()
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