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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 translate_text(text: str, target_language: str) -> str:
"""Translates text to specified language using simple replacements
Args:
text: Text to translate
target_language: Target language code (es, fr, de)
Returns:
Translated text (simplified demo version)
"""
# Simple demo dictionary (in a real tool you'd use a translation API)
translations = {
"hello": {"es": "hola", "fr": "bonjour", "de": "hallo"},
"world": {"es": "mundo", "fr": "monde", "de": "welt"},
"good": {"es": "bueno", "fr": "bon", "de": "gut"},
"morning": {"es": "mañana", "fr": "matin", "de": "morgen"},
"thank you": {"es": "gracias", "fr": "merci", "de": "danke"}
}
# Normalize language code
lang = target_language.lower()[:2]
# Simple word replacement (very basic demo)
result = text.lower()
for eng_word, translations_dict in translations.items():
if lang in translations_dict:
result = result.replace(eng_word, translations_dict[lang])
return f"Translated to {lang}: {result}"
@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()
search_tool = DuckDuckGoSearchTool()
# 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, get_current_time_in_timezone, image_generation_tool, translate_text, search_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() |