Bitzoom/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 wikipedia_search(query: str) -> str:23    """A tool that fetches a summary from Wikipedia for a given query.24    Args:25        query: The search term (e.g., 'Artificial Intelligence').26    """27    url = f"https://en.wikipedia.org/api/rest_v1/page/summary/{query}"28    response = requests.get(url)29    if response.status_code == 200:30        data = response.json()31        return data["extract"]32    else:33        return f"Error fetching Wikipedia summary for {query}."34 35@tool36def get_current_time_in_timezone(timezone: str) -> str:37    """A tool that fetches the current local time in a specified timezone.38    Args:39        timezone: A string representing a valid timezone (e.g., 'America/New_York').40    """41    try:42        # Create timezone object43        tz = pytz.timezone(timezone)44        # Get current time in that timezone45        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")46        return f"The current local time in {timezone} is: {local_time}"47    except Exception as e:48        return f"Error fetching time for timezone '{timezone}': {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 67# Initialize the DuckDuckGo search tool68web_search_tool = DuckDuckGoSearchTool()69 70with open("prompts.yaml", 'r') as stream:71    prompt_templates = yaml.safe_load(stream)72    73agent = CodeAgent(74    model=model,75    tools=[final_answer, image_generation_tool, web_search_tool, wikipedia_search], ## add your tools here (don't remove final answer)76    max_steps=6,77    verbosity_level=1,78    grammar=None,79    planning_interval=None,80    name=None,81    description=None,82    prompt_templates=prompt_templates83)84 85 86GradioUI(agent).launch()