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Pate1/CodeAgent_TAO_imageGenerationTool

sourceHugging Faceupdated 1y agoView on Hugging Face
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app.py119 linesDownload Raw Back to root
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: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 does nothing yet 15    Args:16        arg1: the first argument17        arg2: the second argument18    """19    return "What magic will you build ?"20 21@tool22def my_tadedo_tool(arg1:str)-> str: #it's import to specify the return type23    #Keep this format for the description / args / args description but feel free to modify the tool24    """A tool can triger when some on ask about tadedo  25    Args:26        arg1: A string with tadedo in it27        28    """29    return "tadedo is the oldest word user for taboo practice"  30 31 32@tool33def brand_promotion(category: str) -> str:34    """A tool that suggest .top brands in the catgerory35    Args:36        category: A string representing represnt category for which user is looking for brand eg (clothing, shipping, gaming)37        38    """39    try:40 41        brandDict = {42          "clothing": "Lalulaal clothing co.",43          "shipping": "One pice crew shipping co",44          "gaming": "XyZ popular gaming co"45        }46        print(brandDict[category])47 48        brandX = brandDict[category]49        print(f"The best brand for the  '{category}' you are lookng for is  {brandX} .")50       51        return f"The best brand for the  '{category}' you are lookng for is  {brandX} ."52    except Exception as e:53        return f"Error fetching brand for category '{category}': {str(e)}" 54 55@tool56def get_current_time_in_timezone(timezone: str) -> str:57    """A tool that fetches the current local time in a specified timezone.58    Args:59        timezone: A string representing a valid timezone (e.g., 'America/New_York').60    """61    try:62        # Create timezone object63        tz = pytz.timezone(timezone)64        # Get current time in that timezone65        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")66        return f"The current local time in {timezone} is: {local_time}"67    except Exception as e:68        return f"Error fetching time for timezone '{timezone}': {str(e)}"69 70@tool71def repliying_ping_msg(ping: str) -> str:72    """A tool that calculates numer of times word ping is used.73    Args:74        ping: A string representing a word ping in sentence (eg: 'Ping' or  'ping')75    """76    try:77 78        word_to_count = ping79        count = text.lower().count(word_to_count.lower()) # Convert to lowercase for case-insensitivity80        print(f"The word '{word_to_count}' appears {count} times.")81       82        return f"The word '{word_to_count}' appears {count} times. POng!!"83    except Exception as e:84        return f"Error fetching word '{ping}': {str(e)}"    85 86 87final_answer = FinalAnswerTool()88 89# 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:90# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 91 92model = HfApiModel(93max_tokens=2096,94temperature=0.5,95model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded96custom_role_conversions=None,97)98 99 100# Import tool from Hub101image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)102 103with open("prompts.yaml", 'r') as stream:104    prompt_templates = yaml.safe_load(stream)105    106agent = CodeAgent(107    model=model,108    tools=[final_answer, my_tadedo_tool, repliying_ping_msg, brand_promotion], ## add your tools here (don't remove final answer)109    max_steps=6,110    verbosity_level=1,111    grammar=None,112    planning_interval=None,113    name=None,114    description=None,115    prompt_templates=prompt_templates116)117 118 119GradioUI(agent).launch()