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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
import random
import string
# Below is an example of a tool that does nothing. Amaze us with your creativity !
@tool
def generate_password(first_name:str, last_name:str, length: int = 16)-> str: #it's import to specify the return type
#Keep this format for the description / args / args description but feel free to modify the tool
"""Generates a strong password using parts of user's first name and last name with
added randomness
Args:
first_name: User's first name
last_name: User's last name
length: Desired length of the password (default: 16)
return: A generated strong password string
"""
if not first_name or not last_name:
raise ValueError("First and last name cannot be empty")
# Extract and mix parts of names
first_part = first_name[:3] if len(first_name) >= 3 else first_name
last_part = last_name[:3] if len(last_name) >= 3 elst last_name
# Ensure password contains a mix of character types
special_characters = ['!', '@', '#', '&', '%', '~']
special_char = random.choice(special_characters)
# generate additional random characters
random_chars = ''.join(random.choices(string.ascii_letters + string.digits + string.punctuation,
k=length - len(first_part) - len(last_part) - 4))
# combine all parts
password = first_part + last_part + random_chars + special_char
# shuffle password to increase security
password = ''.join(random.sample(password, len(password)))
return password
@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, generate_password, image_generation_tool], ## 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() |