nflexxn/First_agent_template

1from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool2import random3import 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 random_math_operation(num1: float, num2: float) -> str:13    """A tool that applies a random mathematical operation (+, -, *, /) to two numbers.14    Args:15        num1: The first number.16        num2: The second number.17    """18    operations = ['+', '-', '*', '/']19    op = random.choice(operations)20    21    try:22        if op == '+':23            result = num1 + num224        elif op == '-':25            result = num1 - num226        elif op == '*':27            result = num1 * num228        elif op == '/':29            if num2 == 0:30                return "Error: Division by zero is not allowed."31            result = num1 / num232            33        return f"The randomly chosen operation was '{op}'. The result of {num1} {op} {num2} is {result}"34    except Exception as e:35        return f"An error occurred during the operation: {str(e)}"36 37@tool38def get_current_time_in_timezone(timezone: str) -> str:39    """A tool that fetches the current local time in a specified timezone.40    Args:41        timezone: A string representing a valid timezone (e.g., 'America/New_York').42    """43    try:44        # Create timezone object45        tz = pytz.timezone(timezone)46        # Get current time in that timezone47        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")48        return f"The current local time in {timezone} is: {local_time}"49    except Exception as e:50        return f"Error fetching time for timezone '{timezone}': {str(e)}"51 52 53final_answer = FinalAnswerTool()54 55# 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:56# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 57 58model = HfApiModel(59max_tokens=2096,60temperature=0.5,61model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded62custom_role_conversions=None,63)64 65 66# Import tool from Hub67image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)68duck_search_tool = DuckDuckGoSearchTool() # Direct instantiation of the class69 70with open("prompts.yaml", 'r') as stream:71    prompt_templates = yaml.safe_load(stream)72    73agent = CodeAgent(74    model=model,75        tools=[final_answer, duck_search_tool, image_generation_tool, random_math_operation, get_current_time_in_timezone ], ## 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()