Pate1/CodeAgent_TAO_imageGenerationTool
0
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()