DahechWael commited on
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Upload app.py with huggingface_hub

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  1. app.py +81 -0
app.py ADDED
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+ from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
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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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+
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+ from Gradio_UI import GradioUI
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+
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+ # Below is an example of a tool that does nothing. Amaze us with your creativity !
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+ @tool
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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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+
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+ @tool
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+ def get_current_time_in_timezone(timezone: str) -> str:
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+ """A tool that fetches the current local time in a specified timezone.
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+ Args:
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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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+
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+ @tool
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+ def search_web(query: str) -> str:
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+ """A tool that searches the web using DuckDuckGo for current information.
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+ Args:
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+ query: The search query to look up on the web.
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+ """
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+ try:
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+ search_tool = DuckDuckGoSearchTool()
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+ result = search_tool.forward(query)
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+ return f"Search results for '{query}':\n{result}"
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+ except Exception as e:
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+ return f"Error performing web search for '{query}': {str(e)}"
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+
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+ final_answer = FinalAnswerTool()
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+
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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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+
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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='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded
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+ custom_role_conversions=None,
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+ )
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+
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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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+
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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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+
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+ agent = CodeAgent(
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+ model=model,
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+ tools=[final_answer, search_web], ## add your tools here (don't remove final answer)
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+ max_steps=6,
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+ verbosity_level=1,
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+ grammar=None,
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+ planning_interval=None,
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+ name=None,
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+ description=None,
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+ prompt_templates=prompt_templates
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+ )
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+
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+
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+ GradioUI(agent).launch()