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| from smolagents import CodeAgent, HfApiModel, load_tool, tool | |
| import datetime | |
| import requests | |
| import pytz | |
| import yaml | |
| import os | |
| from dotenv import load_dotenv | |
| from tools.web_search import DuckDuckGoSearchTool | |
| from tools.visit_webpage import VisitWebpageTool | |
| from tools.final_answer import final_answer | |
| import gradio as gr | |
| load_dotenv() | |
| def get_weather(city: str) -> str: | |
| """Get current weather conditions for a specified city | |
| Args: | |
| city (str): The name of the city to check weather for | |
| """ | |
| try: | |
| response = requests.get(f"https://wttr.in/{city}?format=%C+%t") | |
| response.raise_for_status() | |
| return f"Weather in {city}: {response.text}" | |
| except Exception as e: | |
| return f"Weather check failed: {str(e)}" | |
| def get_current_time_in_timezone(timezone: str) -> str: | |
| """Get current local time in specified timezone | |
| Args: | |
| timezone (str): A valid timezone identifier | |
| """ | |
| try: | |
| tz = pytz.timezone(timezone) | |
| local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S") | |
| return f"Current time in {timezone}: {local_time}" | |
| except Exception as e: | |
| return f"Error: {str(e)}" | |
| # Model configuration - minimal and working | |
| model = HfApiModel( | |
| max_tokens=2096, | |
| temperature=0.5, | |
| model_id='Qwen/Qwen2.5-Coder-32B-Instruct', | |
| custom_role_conversions=None | |
| ) | |
| image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True) | |
| with open("prompts.yaml") as f: | |
| prompt_templates = yaml.safe_load(f) | |
| agent = CodeAgent( | |
| model=model, | |
| tools=[ | |
| get_weather, | |
| get_current_time_in_timezone, | |
| image_generation_tool, | |
| DuckDuckGoSearchTool(), | |
| VisitWebpageTool(), | |
| final_answer | |
| ], | |
| max_steps=10, | |
| verbosity_level=2, | |
| prompt_templates=prompt_templates | |
| ) | |
| def run_agent(query: str) -> str: | |
| """Wrapper function for Gradio interface""" | |
| try: | |
| return str(agent.run(query)) | |
| except Exception as e: | |
| return f"Error: {str(e)}" | |
| if __name__ == "__main__": | |
| if not os.getenv("HF_TOKEN"): | |
| raise ValueError("HF_TOKEN environment variable not set") | |
| gr.Interface( | |
| fn=run_agent, | |
| inputs=gr.Textbox(label="Input"), | |
| outputs=gr.Textbox(label="Output"), | |
| title="AI Agent" | |
| ).launch(server_name="0.0.0.0", share=True) |