Mirkee/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 get_weather(city: str) -> str:13    """Get current weather for a city14    15    Args:16        city: name of the city17    """18    return f"The weather in {city} is sunny ☀️"19 20@tool21def get_current_time_in_timezone(timezone: str) -> str:22    """A tool that fetches the current local time in a specified timezone.23    Args:24        timezone: A string representing a valid timezone (e.g., 'America/New_York').25    """26    try:27        # Create timezone object28        tz = pytz.timezone(timezone)29        # Get current time in that timezone30        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")31        return f"The current local time in {timezone} is: {local_time}"32    except Exception as e:33        return f"Error fetching time for timezone '{timezone}': {str(e)}"34 35@tool36def generate_image(prompt: str) -> str:37    """Generate an image38    39    Args:40        prompt: description41    """42    import requests43    from PIL import Image44    from io import BytesIO45 46    try:47        url = f"https://image.pollinations.ai/prompt/{prompt.replace(' ', '%20')}"48        49        response = requests.get(url)50 51        # ✅ Controllo tipo contenuto52        if "image" not in response.headers.get("content-type", ""):53            return f"Error: API did not return an image. Response: {response.text[:100]}"54 55        img = Image.open(BytesIO(response.content))56 57        file_path = "generated_image.png"58        img.save(file_path)59 60        return file_path61 62    except Exception as e:63        return f"Error generating image: {str(e)}"64 65final_answer = FinalAnswerTool()66 67# 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:68# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 69 70model = HfApiModel(71max_tokens=2096,72temperature=0.5,73model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded74custom_role_conversions=None,75)76 77 78# Import tool from Hub79image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)80 81with open("prompts.yaml", 'r') as stream:82    prompt_templates = yaml.safe_load(stream)83    84agent = CodeAgent(85    model=model,86    tools=[87        final_answer,88        get_weather,89        get_current_time_in_timezone,90        generate_image91    ], ## add your tools here (don't remove final answer)92    max_steps=6,93    verbosity_level=1,94    grammar=None,95    planning_interval=None,96    name=None,97    description=None,98    prompt_templates=prompt_templates99)100 101 102GradioUI(agent).launch()