ibrahim-mamdouh-85/First_agent_template

1from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool2import datetime3import requests4import pytz5import yaml6import io7import base648from tools.final_answer import FinalAnswerTool9 10from Gradio_UI import GradioUI11 12# Import tool from Hub13image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)14 15# Below is an example of a tool that does nothing. Amaze us with your creativity !16@tool17def generate_Image(query:str)-> str: #it's import to specify the return type18    #Keep this format for the description / args / args description but feel free to modify the tool19    """A tool that generates an image based on the query string/text given by the user20    Args:21        query: the query string from the user describe the required image22    """23 24    image = image_generation_tool(query)25 26    buffered = io.BytesIO()27    image.save(buffered, format="PNG")28    img_str = base64.b64encode(buffered.getvalue()).decode("utf-8")29 30    return f"data:image/png;base64,{img_str}"31 32@tool33def get_current_time_in_timezone(timezone: str) -> str:34    """A tool that fetches the current local time in a specified timezone.35    Args:36        timezone: A string representing a valid timezone (e.g., 'America/New_York').37    """38    try:39        # Create timezone object40        tz = pytz.timezone(timezone)41        # Get current time in that timezone42        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")43        return f"The current local time in {timezone} is: {local_time}"44    except Exception as e:45        return f"Error fetching time for timezone '{timezone}': {str(e)}"46 47 48final_answer = FinalAnswerTool()49 50# 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:51# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 52 53model = HfApiModel(54max_tokens=2096,55temperature=0.5,56model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded57custom_role_conversions=None,58)59 60with open("prompts.yaml", 'r') as stream:61    prompt_templates = yaml.safe_load(stream)62    63agent = CodeAgent(64    model=model,65    tools=[final_answer,generate_Image,get_current_time_in_timezone], ## add your tools here (don't remove final answer)66    max_steps=6,67    verbosity_level=1,68    grammar=None,69    planning_interval=None,70    name=None,71    description=None,72    prompt_templates=prompt_templates73)74 75 76GradioUI(agent).launch()