kamalLKB/First_agent_template

1from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool2import datetime3import requests4import pytz5import yaml6from tools.final_answer import FinalAnswerTool7import random8 9from Gradio_UI import GradioUI10 11# Below is an example of a tool that does nothing. Amaze us with your creativity !12@tool13def my_custom_tool(guess:str)-> str: #it's import to specify the return type14    #Keep this format for the description / args / args description but feel free to modify the tool15    """A tool that plays rock, paper, scissors with you.16    Args:17        guess: A string representation that takes either rock, paper or scissors (e.g rock)18    """19    seed = random.randint(0, 10)20    choices = ["rock", "paper", "scissors"]21    tool_choice = ""22    23    if(guess not in choices):24        return "Please select a valid choice"        25 26    if not isinstance(seed, int) or seed < 1:27        return "Please provide a valid seed. must be integer and greater than 1"28        29    for _ in range(seed):30        tool_choice = random.choice(choices)31        32    if(guess == "scissors" and tool_choice == "paper"):33        return f"Generated choice = {tool_choice}, You won"34    elif(guess == "rock" and tool_choice == "scissors"):35        return f"Generated choice = {tool_choice}, You won"36    elif(guess == "paper" and tool_choice == "rock"):37        return f"Generated choice = {tool_choice}, You won"38    elif(guess == "rock" and tool_choice == "paper"):39        return f"Generated choice = {tool_choice}, You lost"40    elif(guess == "paper" and tool_choice == "scissors"):41        return f"Generated choice = {tool_choice}, You lost"42    elif(guess == "scissors" and tool_choice == "rock"):43        return f"Generated choice = {tool_choice}, You lost"44    elif(guess == tool_choice):45        return f"Generated choice = {tool_choice}, A draw occured"46    else:47        return f"Generated choice = {tool_choice}, Could not determine a winner"48 49@tool50def get_current_time_in_timezone(timezone: str) -> str:51    """A tool that fetches the current local time in a specified timezone.52    Args:53        timezone: A string representing a valid timezone (e.g., 'America/New_York').54    """55    try:56        # Create timezone object57        tz = pytz.timezone(timezone)58        # Get current time in that timezone59        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")60        return f"The current local time in {timezone} is: {local_time}"61    except Exception as e:62        return f"Error fetching time for timezone '{timezone}': {str(e)}"63 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=[final_answer, my_custom_tool], ## add your tools here (don't remove final answer)87    max_steps=6,88    verbosity_level=1,89    grammar=None,90    planning_interval=None,91    name=None,92    description=None,93    prompt_templates=prompt_templates94)95 96 97GradioUI(agent).launch()