kshah422/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 get_current_population(country:str) -> int:38    """A tool that fetches the current population of a given country.39    Args:40        country: A string representation of the name of the country.41    """42    url = f"https://restcountries.com/v3.1/name/{country}"43    44    try:45        response = requests.get(url)46        response.raise_for_status()  # Raise an error for bad responses (4xx and 5xx)47 48        data = response.json()49        if isinstance(data, list) and len(data) > 0:50            return data[0].get("population", "Population data not available")51        else:52            return "Country not found"53 54    except requests.exceptions.RequestException as e:55        return f"Error: {e}"56 57 58final_answer = FinalAnswerTool()59 60# 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:61# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 62 63model = HfApiModel(64max_tokens=2096,65temperature=0.5,66model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded67custom_role_conversions=None,68)69 70 71# Import tool from Hub72image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)73 74with open("prompts.yaml", 'r') as stream:75    prompt_templates = yaml.safe_load(stream)76    77agent = CodeAgent(78    model=model,79    tools=[image_generation_tool, get_current_population, get_current_time_in_timezone, final_answer], ## add your tools here (don't remove final answer)80    max_steps=6,81    verbosity_level=1,82    grammar=None,83    planning_interval=None,84    name=None,85    description=None,86    prompt_templates=prompt_templates87)88 89 90GradioUI(agent).launch()