Isaacbe76/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 37# Tool to fetch top 5 soccer teams per location38@tool39def get_top_soccer_teams(loc: str, amount: int) -> str:40    """List the top N soccer teams using DuckDuckGo search.41    Args:42        loc: The name of the location where soccer teams are being searched.43        amount: The number of the teams to list44    Returns:45        str: A list of the top N soccer teams (names only).46    """47    try:48        search_tool = DuckDuckGoSearchTool()49        results = search_tool.forward(f"what are top {amount} soccer teams in {loc}")50 51        if results:52            return f"Top {amount} soccer teams in {loc}:\n{results}"53        54        return f"No soccer teams found for {loc}."55 56    except Exception as e:57        return f"Error fetching soccer teams: {e}"58 59final_answer = FinalAnswerTool()60 61# 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:62#model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 63 64model = HfApiModel(65max_tokens=2096,66temperature=0.5,67#model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded68model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud',69custom_role_conversions=None,70)71 72 73# Import tool from Hub74image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)75 76with open("prompts.yaml", 'r') as stream:77    prompt_templates = yaml.safe_load(stream)78    79agent = CodeAgent(80    model=model,81    tools=[final_answer, get_top_soccer_teams], ## add your tools here (don't remove final answer)82    max_steps=6,83    verbosity_level=1,84    grammar=None,85    planning_interval=None,86    name=None,87    description=None,88    prompt_templates=prompt_templates89)90 91 92GradioUI(agent).launch()