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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 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)}"
@tool
def get_search_result(quer:str)->str:
"""A tool that fetches the search result upon giving the query.
Args:
quer:A String representing a valid set of characters to search .(e.g.,'what is a swat team?')
"""
duckduckgotool=DuckDuckGoSearchTool(quer)
return duckduckgotool
# Initialize the final answer tool
final_answer = FinalAnswerTool()
# Configure the language model using Hugging Face API
model = HfApiModel(
max_tokens=2096,
temperature=0.5,
model_id='Qwen/Qwen2.5-Coder-32B-Instruct',
custom_role_conversions=None,
)
# Import the image generation tool from Hub
image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
# Optionally, if you need a search tool, you could also add the DuckDuckGoSearchTool:
# duckduckgo_search_tool = DuckDuckGoSearchTool()
# Load system prompt templates from a YAML file
with open("prompts.yaml", 'r') as stream:
prompt_templates = yaml.safe_load(stream)
# Create the CodeAgent with all available tools.
# It is important to keep final_answer as part of the tools.
agent = CodeAgent(
model=model,
tools=[final_answer, my_custom_tool, get_current_time_in_timezone, image_generation_tool,get_search_result],
max_steps=6,
verbosity_level=1,
grammar=None,
planning_interval=None,
name=None,
description=None,
prompt_templates=prompt_templates # Pass system prompt to CodeAgent
)
# Launch the Gradio-based user interface for interactive use
GradioUI(agent).launch()
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