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from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
import datetime
import requests
import pytz
import yaml
import random
from tools.final_answer import FinalAnswerTool
from Gradio_UI import GradioUI
import random
@tool
def enhance_percentage(percentage: str, decimal_places: int) -> str:
"""
Enhances a given percentage by adding random decimal places.
Args:
percentage: The original percentage as a string (e.g., '13%').
decimal_places: The number of decimal places to add.
Returns:
A string representing the enhanced percentage with the specified number of decimal places.
"""
# Remove the '%' sign and convert to a float
base_value = float(percentage.strip('%'))
# Generate a random float between 0 and 1
random_fraction = random.random()
# Calculate the enhanced percentage
enhanced_value = base_value + random_fraction
# Format the result to the specified number of decimal places
formatted_percentage = f"{enhanced_value:.{decimal_places}f}%"
return formatted_percentage
@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()
model = HfApiModel(
max_tokens=2096,
temperature=0.5,
model_id='https://jc26mwg228mkj8dw.us-east-1.aws.endpoints.huggingface.cloud/',# 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,enhance_percentage,get_current_time_in_timezone], ## 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() |