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Download app.py from dlaima/First_agent_template: direct link, hf CLI and curl.
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2.23 kB
| from smolagents import CodeAgent, DuckDuckGoSearchTool, OpenAIServerModel, load_tool, tool | |
| import datetime | |
| import pytz | |
| import yaml | |
| from tools.final_answer import FinalAnswerTool | |
| import gradio as gr | |
| # ----- Tools ----- | |
| def my_custom_tool(arg1: str, arg2: int) -> str: | |
| """A tool that creates a personalized greeting repeated multiple times.""" | |
| greeting = f"Hello, {arg1}!" | |
| return " ".join([greeting] * arg2) | |
| def get_current_time_in_timezone(timezone: str) -> str: | |
| """Fetches the current local time in a specified timezone.""" | |
| try: | |
| tz = pytz.timezone(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() | |
| # Load prompt templates | |
| with open("prompts.yaml", 'r') as stream: | |
| prompt_templates = yaml.safe_load(stream) | |
| # Load additional tools from Hugging Face Hub | |
| image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True) | |
| # ----- Function to initialize agent dynamically ----- | |
| def initialize_agent(api_key: str): | |
| model = OpenAIServerModel( | |
| max_tokens=2096, | |
| temperature=0.5, | |
| model_id="gpt-4o", | |
| custom_role_conversions=None, | |
| openai_api_key=api_key # Pass the user-provided API key | |
| ) | |
| agent = CodeAgent( | |
| model=model, | |
| tools=[my_custom_tool, get_current_time_in_timezone, final_answer], | |
| max_steps=6, | |
| verbosity_level=1, | |
| grammar=None, | |
| planning_interval=None, | |
| name=None, | |
| description=None, | |
| prompt_templates=prompt_templates | |
| ) | |
| return agent | |
| # ----- Gradio UI ----- | |
| def launch_agent(api_key: str): | |
| agent = initialize_agent(api_key) | |
| return GradioUI(agent).launch(share=True) | |
| # Interface for the user to enter their OpenAI API key | |
| iface = gr.Interface( | |
| fn=launch_agent, | |
| inputs=gr.Textbox(label="Enter your OpenAI API Key", type="password"), | |
| outputs="text", | |
| title="Custom SmolAgent App", | |
| description="Enter your OpenAI API key to use the agent." | |
| ) | |
| iface.launch() | |