Kshitij903a/First_Agent
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@tool11def my_custom_tool(arg1: str, arg2: str) -> str:12 """A tool that tells a story using two words sent as arguments by the user.13 14 Args:15 arg1: The first word for the story.16 arg2: The second word for the story.17 18 Returns:19 A generated story using the given words.20 """21 return f"Tell me a story using the words {arg1} and {arg2}."22 23@tool24def get_current_time_in_timezone(timezone: str) -> str:25 """A tool that fetches the current local time in a specified timezone.26 Args:27 timezone: A string representing a valid timezone (e.g., 'America/New_York').28 """29 try:30 # Create timezone object31 tz = pytz.timezone(timezone)32 # Get current time in that timezone33 local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")34 return f"The current local time in {timezone} is: {local_time}"35 except Exception as e:36 return f"Error fetching time for timezone '{timezone}': {str(e)}"37 38 39final_answer = FinalAnswerTool()40 41# 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:42# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 43 44model = HfApiModel(45max_tokens=2096,46temperature=0.5,47model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded48custom_role_conversions=None,49)50 51 52# Import tool from Hub53image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)54 55with open("prompts.yaml", 'r') as stream:56 prompt_templates = yaml.safe_load(stream)57 58agent = CodeAgent(59 model=model,60 tools=[final_answer,my_custom_tool,get_current_time_in_timezone], ## add your tools here (don't remove final answer)61 max_steps=6,62 verbosity_level=1,63 grammar=None,64 planning_interval=None,65 name=None,66 description=None,67 prompt_templates=prompt_templates68)69 70 71GradioUI(agent).launch()