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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 | |
| # Below is an example of a tool that does nothing. Amaze us with your creativity! | |
| def summarize_text(text: str, max_words: int) -> str: | |
| """Summarizes a given text by truncating it to a maximum number of words. | |
| Args: | |
| text: The text to summarize | |
| max_words: Maximum number of words in the summary | |
| """ | |
| words = text.split() | |
| if len(words) <= max_words: | |
| return text | |
| return " ".join(words[:max_words]) + "..." | |
| def get_current_time_in_timezone(timezone: str) -> str: | |
| """Get the current local time for the specific timezone. | |
| Args: | |
| timezone: A valid timezone name (e.g., 'America/New_York', 'Asia/Karachi'). | |
| """ | |
| 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() | |
| model = HfApiModel( | |
| max_tokens=2096, | |
| temperature=0.5, | |
| model_id='Qwen/Qwen2.5-Coder-32B-Instruct', | |
| custom_role_conversions=None, | |
| ) | |
| # Import 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) | |
| search_tool = DuckDuckGoSearchTool() | |
| agent = CodeAgent( | |
| model=model, | |
| tools=[ | |
| final_answer, | |
| search_tool, | |
| image_generation_tool, | |
| summarize_text, | |
| get_current_time_in_timezone | |
| ], | |
| max_steps=6, | |
| verbosity_level=1, | |
| grammar=None, | |
| planning_interval=None, | |
| name=None, | |
| description=None, | |
| prompt_templates=prompt_templates | |
| ) | |
| GradioUI(agent).launch() |