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| from smolagents import CodeAgent, HfApiModel, load_tool, tool | |
| import datetime | |
| import pytz | |
| import yaml | |
| import logging | |
| from tools.final_answer import FinalAnswerTool | |
| from Gradio_UI import GradioUI | |
| logging.basicConfig(level=logging.INFO) | |
| logger = logging.getLogger(__name__) | |
| def my_custom_tool(arg1: int, arg2: int) -> int: | |
| """Add two numbers. | |
| Args: | |
| arg1: The first number. | |
| arg2: The second number. | |
| """ | |
| return arg1 + arg2 | |
| def get_current_time_in_timezone(timezone: str) -> str: | |
| """Fetch the current local time in a specified timezone. | |
| Args: | |
| timezone: A valid timezone, such as Asia/Dubai or America/New_York. | |
| """ | |
| try: | |
| tz = pytz.timezone(timezone) | |
| local_time = datetime.datetime.now(tz).strftime( | |
| "%Y-%m-%d %H:%M:%S %Z" | |
| ) | |
| return f"The current local time in {timezone} is: {local_time}" | |
| except pytz.exceptions.UnknownTimeZoneError: | |
| return ( | |
| f"Invalid timezone: {timezone}. " | |
| "Try a valid timezone such as Asia/Dubai." | |
| ) | |
| except Exception as exc: | |
| logger.exception("Failed to fetch timezone") | |
| return f"Error fetching time: {exc}" | |
| def main(): | |
| # Configure the model | |
| model = HfApiModel( | |
| max_tokens=2096, | |
| temperature=0.5, | |
| model_id="Qwen/Qwen2.5-Coder-32B-Instruct", | |
| custom_role_conversions=None, | |
| ) | |
| # Load the image tool | |
| image_generation_tool = load_tool( | |
| "agents-course/text-to-image", | |
| trust_remote_code=True, | |
| ) | |
| # Load prompt templates | |
| with open("prompts.yaml", "r", encoding="utf-8") as stream: | |
| prompt_templates = yaml.safe_load(stream) | |
| if not isinstance(prompt_templates, dict): | |
| raise ValueError("prompts.yaml must contain a YAML mapping.") | |
| final_answer = FinalAnswerTool() | |
| # Initialize the agent with all tools | |
| agent = CodeAgent( | |
| model=model, | |
| tools=[ | |
| get_current_time_in_timezone, | |
| my_custom_tool, | |
| image_generation_tool, | |
| final_answer, | |
| ], | |
| max_steps=6, | |
| verbosity_level=1, | |
| grammar=None, | |
| planning_interval=None, | |
| name="AI Assistant", | |
| description=( | |
| "An AI assistant that can calculate, retrieve local time, " | |
| "and generate images." | |
| ), | |
| prompt_templates=prompt_templates, | |
| ) | |
| # Do not pass share=True here; your Gradio_UI.py | |
| # already sets share=True internally. | |
| GradioUI(agent).launch() | |
| if __name__ == "__main__": | |
| main() | |