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import datetime
import requests
import pytz
import yaml
from smolagents import CodeAgent, DuckDuckGoSearchTool, HfApiModel, load_tool, tool
from tools.final_answer import FinalAnswerTool
from tools.visit_webpage import VisitWebpageTool
from Gradio_UI import GradioUI
# Below is an example of a tool that does nothing. Amaze us with your creativity !
@tool
def morse_code_translator(text:str)-> 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
"""A tool that translate text into morse code
Args:
text: input text
"""
# Dictionary mapping characters to Morse code
morse_code_dict = {
'A': '.-', 'B': '-...', 'C': '-.-.', 'D': '-..', 'E': '.', 'F': '..-.',
'G': '--.', 'H': '....', 'I': '..', 'J': '.---', 'K': '-.-', 'L': '.-..',
'M': '--', 'N': '-.', 'O': '---', 'P': '.--.', 'Q': '--.-', 'R': '.-.',
'S': '...', 'T': '-', 'U': '..-', 'V': '...-', 'W': '.--', 'X': '-..-',
'Y': '-.--', 'Z': '--..',
'0': '-----', '1': '.----', '2': '..---', '3': '...--', '4': '....-',
'5': '.....', '6': '-....', '7': '--...', '8': '---..', '9': '----.',
'.': '.-.-.-', ',': '--..--', '?': '..--..', "'": '.----.', '!': '-.-.--',
'/': '-..-.', '(': '-.--.', ')': '-.--.-', '&': '.-...', ':': '---...',
';': '-.-.-.', '=': '-...-', '+': '.-.-.', '-': '-....-', '_': '..--.-',
'"': '.-..-.', '$': '...-..-', '@': '.--.-.', ' ': '/'
}
morse_code = []
for char in text.upper():
if char in morse_code_dict:
morse_code.append(morse_code_dict[char])
else:
morse_code.append(' ') # Handle characters not in the dictionary
return ' '.join(morse_code)
@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)}"
# Import tools from Hub
image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
# Import tool from smolagents
web_search = DuckDuckGoSearchTool()
# Import tool from custom scripts
visit_webpage = VisitWebpageTool()
# Function for final answer
final_answer = FinalAnswerTool()
# Load LLM
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,
)
# 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'
# System prompt template
with open("prompts.yaml", 'r') as stream:
prompt_templates = yaml.safe_load(stream)
# Create agent
agent = CodeAgent(
model=model,
tools=[get_current_time_in_timezone, image_generation_tool, web_search, visit_webpage, morse_code_translator, final_answer], # 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
)
# Launch gradio demo
GradioUI(agent).launch() |