ykriter/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:int, 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 multiplies two integers 15    Args:16        arg1: first number17        arg2: second number18    """19    try:20        mul = (arg1*arg2)21        return f"The result is {str(mul)}."22    except Exception as e:23        return f"Please use integers different from 0."24 25@tool26def get_current_time_in_timezone(timezone: str) -> str:27    """A tool that fetches the current local time in a specified timezone.28    Args:29        timezone: A string representing a valid timezone (e.g., 'America/New_York').30    """31    try:32        # Create timezone object33        tz = pytz.timezone(timezone)34        # Get current time in that timezone35        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")36        return f"The current local time in {timezone} is: {local_time}"37    except Exception as e:38        return f"Error fetching time for timezone '{timezone}': {str(e)}"39 40@tool41def make_search(search: str) -> str:42    """A tool that uses duckduckgo to search from input.43    Args:44        search: A string with a topic or question."""45    try:46        ddg_search = DuckDuckGoSearchTool()47        result = ddg_search(search)48        return result49    except Exception as e:50        return f"Error searching."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 Hub67DuckDuckGoSearchTool = load_tool("agents-course/duckduckgo-search", trust_remote_code=True)68image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)69 70with open("prompts.yaml", 'r') as stream:71    prompt_templates = yaml.safe_load(stream)72    73agent = CodeAgent(74    model=model,75    tools=[final_answer, my_custom_tool, make_search, 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 85query = "tell me why"86agent.run(query)87 88GradioUI(agent).launch()