Rustam2002/First_agent_template

1from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool2import datetime3import requests4import pytz5import yaml6from tools.final_answer import FinalAnswerTool7 8from Gradio_UI import GradioUI9 10# Below is an example of a tool that does nothing. Amaze us with your creativity !11@tool12def my_custom_tool(arg1:str, arg2:int)-> str: #it's import to specify the return type13    #Keep this format for the description / args / args description but feel free to modify the tool14    """A tool that does nothing yet 15    Args:16        arg1: the first argument17        arg2: the second argument18    """19    return "What magic will you build ?"20 21@tool22def get_current_time_in_timezone(timezone: str) -> str:23    """A tool that fetches the current local time in a specified timezone.24    Args:25        timezone: A string representing a valid timezone (e.g., 'America/New_York').26    """27    try:28        # Create timezone object29        tz = pytz.timezone(timezone)30        # Get current time in that timezone31        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")32        return f"The current local time in {timezone} is: {local_time}"33    except Exception as e:34        return f"Error fetching time for timezone '{timezone}': {str(e)}"35 36@tool37def run_python_code(code: str) -> str:38    """39    Executes Python code and returns the output.40    Args:41        code: Valid Python code as a string.42    """43    try:44        local_vars = {}45        exec(code, {}, local_vars)46        return str(local_vars)47    except Exception as e:48        return f"Execution error: {str(e)}"49 50 51final_answer = FinalAnswerTool()52 53# 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:54# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 55 56model = HfApiModel(57max_tokens=2096,58temperature=0.5,59model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded60custom_role_conversions=None,61)62 63 64# Import tool from Hub65image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)66 67with open("prompts.yaml", 'r') as stream:68    prompt_templates = yaml.safe_load(stream)69    70agent = CodeAgent(71    model=model,72    tools=[73        final_answer,74        DuckDuckGoSearchTool(),75        run_python_code,76        get_current_time_in_timezone77    ], ## add your tools here (don't remove final answer)78    max_steps=6,79    verbosity_level=1,80    grammar=None,81    planning_interval=None,82    name=None,83    description=None,84    prompt_templates=prompt_templates85)86 87 88GradioUI(agent).launch()