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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
import os
os.system("pip install gradio pytz pyyaml requests")
# Import Gradio UI (Ensure Gradio_UI is correctly implemented)
from Gradio_UI import GradioUI
# Custom tool that does nothing (placeholder)
@tool
def my_custom_tool(arg1: str, arg2: int) -> str:
"""A tool that does nothing yet.
Args:
arg1: The first argument
arg2: The second argument
"""
return "What magic will you build?"
# Tool to get the current time in a specified timezone
@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:
tz = pytz.timezone(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)}"
# Initialize the final answer tool
final_answer = FinalAnswerTool()
# Initialize the model
model = HfApiModel(
max_tokens=2096,
temperature=0.5,
model_id='Qwen/Qwen2.5-Coder-32B-Instruct',
custom_role_conversions=None,
)
# Import image generation tool from Hub
image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
# Load system prompt from prompt.yaml file
with open("prompts.yaml", 'r') as stream:
prompt_templates = yaml.safe_load(stream)
# Create the CodeAgent with tools and prompt templates
agent = CodeAgent(
model=model,
tools=[final_answer, my_custom_tool, get_current_time_in_timezone, image_generation_tool], # Include all tools
max_steps=6,
verbosity_level=1,
grammar=None,
planning_interval=None,
name="Code Agent",
description="An intelligent agent for performing various tasks.",
prompt_templates=prompt_templates
)
# Launch the Gradio UI
GradioUI(agent).launch()
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