SimpleSam/Manyata_agent

1from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool2import datetime3import requests4import pytz5import yaml6from tools.final_answer import FinalAnswerTool7#from tools.manyata_search import ManyataSearchTool8from manyata_tools.manyata_search import ManyataSearchTool9from Manyata_UI import GradioUI #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(arg1:str, arg2:int)-> 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 does nothing yet 16    Args:17        arg1: the first argument18        arg2: the second argument19    """20    return "What magic will you build ?"21 22@tool23def get_current_time_in_timezone(timezone: str) -> str:24    """A tool that fetches the current local time in a specified timezone.25    Args:26        timezone: A string representing a valid timezone (e.g., 'America/New_York').27    """28    try:29        # Create timezone object30        tz = pytz.timezone(timezone)31        # Get current time in that timezone32        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")33        return f"The current local time in {timezone} is: {local_time}"34    except Exception as e:35        return f"Error fetching time for timezone '{timezone}': {str(e)}"36 37@tool38def get_property(location: str, title: str, count: int) -> str:39    """40        A tool to that shows property.41        Args:42            location: The location where property is supposed to be searched43            title: a word within the title of the property44            count: the number of results expected45    """46    try:47        #48        manyata_search = ManyataSearchTool.searchDb("property", title + location, count) #TODO: create the ManyataSearchTool under tools49        search = DuckDuckGoSearchTool.forward(location)50        return f"property at {location} is: {manyata_search} and on the web includes {search}"51    except Exception as e:52        return f"error fetching results for location '{location}': {str(e)}"53        54final_answer = FinalAnswerTool()55manyata_search = ManyataSearchTool()56 57# 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:58# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 59 60model = HfApiModel(61max_tokens=2096,62temperature=0.5,63model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded64custom_role_conversions=None,65)66 67 68# Import tool from Hub69image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)70 71with open("prompts.yaml", 'r') as stream:72    prompt_templates = yaml.safe_load(stream)73    74agent = CodeAgent(75    model=model,76    tools=[final_answer, manyata_search], ## add your tools here (don't remove final answer)77    max_steps=6,78    verbosity_level=1,79    grammar=None,80    planning_interval=None,81    name=None,82    description=None,83    prompt_templates=prompt_templates84)85 86 87GradioUI(agent).launch()