smalirizvi/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 duckduckgo_fact_finder(query: str) -> str:38    """A tool that uses DuckDuckGo to search for a quick fact or answer to a question.39    Args:40        query: A short question or fact-based query (e.g., 'Capital of Japan', 'Who is Elon Musk?').41    """42    try:43        result = DuckDuckGoSearchTool().run(query)44        return f"Search result for '{query}': {result}"45    except Exception as e:46        return f"Error fetching result: {str(e)}"47        48final_answer = FinalAnswerTool()49 50# 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:51# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 52 53model = HfApiModel(54max_tokens=2096,55temperature=0.5,56model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded57custom_role_conversions=None,58)59 60 61# Import tool from Hub62image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)63 64with open("prompts.yaml", 'r') as stream:65    prompt_templates = yaml.safe_load(stream)66    67agent = CodeAgent(68    model=model,69    tools=[final_answer, duckduckgo_fact_finder], ## add your tools here (don't remove final answer)70    max_steps=6,71    verbosity_level=1,72    grammar=None,73    planning_interval=None,74    name=None,75    description=None,76    prompt_templates=prompt_templates77)78 79 80GradioUI(agent).launch()