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from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
import datetime
import requests
import pytz
import yaml
from tools.final_answer import FinalAnswerTool
from Gradio_UI import GradioUI
@tool
def basic_calculator(num1:float, num2:float, act:str)-> float: #it's import to specify the return type
#Keep this format for the description / args / args description but feel free to modify the tool
"""A tool that takes two numbers and the action to perform on them.
The tool is capable of four actions: add, substract, multiply, divide, power
Args:
num1: the first number
num2: the second number
act: what action to take
"""
try:
answer = 0
action = ''
if act == '+' or act == 'add' or act == 'append' or act == 'plus':
answer = num1 + num2
action = '+'
elif act == '-' or act == 'minus' or act == 'sub' or act == 'subtract' or act == 'substract':
answer = num1 - num2
action = '-'
elif act == '*' or act == 'mul' or act == 'multiply' or act == 'times':
answer = num1 * num2
action = '*'
elif act == '/' or act == 'div' or act == 'divide':
answer = num1 / num2
action = '/'
elif act == '^' or act == '**' or act == 'power' or act == 'exponentiation' or act == 'pow':
answer = num1 ** num2
action = '^'
else:
return f"unsupported action type: {action}"
return f"{num1} {action} {num2} = {answer}"
except Exception as e:
return f"Error computing '{num1}' and '{num2}' with '{act}'"
@tool
def get_current_time_in_timezone(timezone: str) -> str:
"""A tool that fetches the current local time in a specified timezone.
Args:
timezone: A string representing a valid timezone (e.g., 'America/New_York').
"""
try:
# Create timezone object
tz = pytz.timezone(timezone)
# Get current time in that timezone
local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
return f"The current local time in {timezone} is: {local_time}"
except Exception as e:
return f"Error fetching time for timezone '{timezone}': {str(e)}"
final_answer = FinalAnswerTool()
# 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:
# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud'
model = HfApiModel(
max_tokens=2096,
temperature=0.5,
model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded
custom_role_conversions=None,
)
# Import tool from Hub
image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
with open("prompts.yaml", 'r') as stream:
prompt_templates = yaml.safe_load(stream)
agent = CodeAgent(
model=model,
tools=[final_answer, get_current_time_in_timezone, basic_calculator], ## add your tools here (don't remove final answer)
max_steps=6,
verbosity_level=1,
grammar=None,
planning_interval=None,
name=None,
description=None,
prompt_templates=prompt_templates
)
GradioUI(agent).launch() |