PooriaT/First_AI_agent

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_cutom_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 combines the arguments and performs a simple calculation.15 16    Args:17        arg1: A string.18        arg2: An integer.19 20    """21    try:22        result = int(arg1) * arg2  # Attempt conversion and multiplication23        return f"The result of {arg1} * {arg2} is: {result}"24    except ValueError:25        return "Error: arg1 must be convertible to an integer."26    except Exception as e:27        return f"An unexpected error occurred: {e}"28 29@tool30def get_current_time_in_timezone(timezone: str) -> str:31    """A tool that fetches the current local time in a specified timezone.32    Args:33        timezone: A string representing a valid timezone (e.g., 'America/New_York').34    """35    try:36        # Create timezone object37        tz = pytz.timezone(timezone)38        # Get current time in that timezone39        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")40        return f"The current local time in {timezone} is: {local_time}"41    except Exception as e:42        return f"Error fetching time for timezone '{timezone}': {str(e)}"43 44 45@tool46def fetch_webpage_content(url: str) -> str:47    """Fetches the content of a webpage.48 49    Args:50        url: The URL of the webpage to fetch.51    """52    try:53        response = requests.get(url, timeout=10)  # Added timeout for safety54        response.raise_for_status()  # Raise an exception for bad status codes (4xx or 5xx)55        return response.text56    except requests.exceptions.RequestException as e:57        return f"Error fetching URL '{url}': {e}"58 59final_answer = FinalAnswerTool()60model = HfApiModel(61max_tokens=2096,62temperature=0.5,63model_id='meta-llama/Llama-3.2-1B',# it is possible that this model may be overloaded64custom_role_conversions=None,65)66 67 68# Import tool from Hub69image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)70 71with open("prompts.yaml", 'r') as stream:72    prompt_templates = yaml.safe_load(stream)73    74agent = CodeAgent(75    model=model,76    tools=[final_answer], ## add your tools here (don't remove final answer)77    max_steps=6,78    verbosity_level=1,79    grammar=None,80    planning_interval=None,81    name=None,82    description=None,83    prompt_templates=prompt_templates84)85 86 87GradioUI(agent).launch()