Gr1ntch/First_agent_template

1from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel, LiteLLMModel, load_tool,tool2import datetime3import requests4import pytz5import yaml6from tools.final_answer import FinalAnswerTool7from tools.visit_webpage import VisitWebpageTool8# from litellm import LiteLLMModel9 10from Gradio_UI import GradioUI11 12# Below is an example of a tool that does nothing. Amaze us with your creativity !13@tool14def my_custom_tool(arg1:str, arg2:int)-> str: #it's import to specify the return type15    #Keep this format for the description / args / args description but feel free to modify the tool16    """A tool that does nothing yet 17    Args:18        arg1: the first argument19        arg2: the second argument20    """21    return "What magic will you build ?"22 23@tool 24def difference_btw_two_numbers(a: int, b: int) -> int:25    """A tool that calculates the difference between two numbers.26    Args:27        a: The 1st number28        b: The second number29    30    """31    32    return a - b33    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()52visit_webpage = VisitWebpageTool()53 54# 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:55# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 56 57# model = HfApiModel(58# max_tokens=2096,59# temperature=0.5,60# model_id='meta-llama/Llama-3.3-70B-Instruct',# it is possible that this model may be overloaded61# custom_role_conversions=None,62# )63 64model = LiteLLMModel(65    # model_id="groq/llama-3.1-8b-instant",66    model_id="gemini/gemini-2.0-flash",67    temperature=0.5,68    max_tokens=512,69)70 71 72# Import tool from Hub73image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)74 75with open("prompts.yaml", 'r') as stream:76    prompt_templates = yaml.safe_load(stream)77    78agent = CodeAgent(79    model=model,80    tools=[final_answer, visit_webpage, difference_btw_two_numbers], ## add your tools here (don't remove final answer)81    max_steps=3,82    verbosity_level=1,83    grammar=None,84    planning_interval=None,85    name=None,86    description=None,87    prompt_templates=prompt_templates88)89 90 91GradioUI(agent).launch()