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Update app.py
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app.py
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from smolagents import CodeAgent,DuckDuckGoSearchTool, OpenAIServerModel,load_tool,tool
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import datetime
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import requests
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import pytz
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import yaml
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from tools.final_answer import FinalAnswerTool
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# Below is an example of a tool that does nothing. Amaze us with your creativity !
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#@tool
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#def my_custom_tool(arg1:str, arg2:int)-> str: #it's import to specify the return type
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#Keep this format for the description / args / args description but feel free to modify the tool
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# """A tool that does nothing yet
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# Args:
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# arg1: the first argument
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# arg2: the second argument
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# """
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# return "What magic will you build ?"
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# Tool to create a personalized greeting repeated a specific number of times.
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@tool
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def my_custom_tool(arg1: str, arg2: int) -> str:
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"""
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A tool that creates a personalized greeting repeated multiple times.
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Args:
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arg1: the name or phrase to greet
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arg2: the number of times to repeat the greeting
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"""
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greeting = f"Hello, {arg1}!"
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return " ".join([greeting] * arg2)
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# Tool to get the current local time in your chosen timezone.
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@tool
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def get_current_time_in_timezone(timezone: str) -> str:
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"""
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Args:
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timezone: A string representing a valid timezone (e.g., 'America/New_York').
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"""
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try:
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# Create timezone object
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tz = pytz.timezone(timezone)
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# Get current time in that timezone
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local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
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return f"The current local time in {timezone} is: {local_time}"
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except Exception as e:
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return f"Error fetching time for timezone '{timezone}': {str(e)}"
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final_answer = FinalAnswerTool()
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#
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#model = HfApiModel(
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#max_tokens=2096,
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#temperature=0.5,
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#model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded
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#custom_role_conversions=None,
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#)
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model = OpenAIServerModel(
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max_tokens=2096,
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temperature=0.5,
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model_id="gpt-4o",
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custom_role_conversions=None,
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)
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#
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image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
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)
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GradioUI(agent).launch()
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from smolagents import CodeAgent, DuckDuckGoSearchTool, OpenAIServerModel, load_tool, tool
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import datetime
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import pytz
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import yaml
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from tools.final_answer import FinalAnswerTool
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import gradio as gr
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# ----- Tools -----
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@tool
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def my_custom_tool(arg1: str, arg2: int) -> str:
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"""A tool that creates a personalized greeting repeated multiple times."""
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greeting = f"Hello, {arg1}!"
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return " ".join([greeting] * arg2)
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@tool
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def get_current_time_in_timezone(timezone: str) -> str:
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"""Fetches the current local time in a specified timezone."""
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try:
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tz = pytz.timezone(timezone)
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local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
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return f"The current local time in {timezone} is: {local_time}"
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except Exception as e:
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return f"Error fetching time for timezone '{timezone}': {str(e)}"
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final_answer = FinalAnswerTool()
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# Load prompt templates
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with open("prompts.yaml", 'r') as stream:
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prompt_templates = yaml.safe_load(stream)
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# Load additional tools from Hugging Face Hub
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image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
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# ----- Function to initialize agent dynamically -----
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def initialize_agent(api_key: str):
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model = OpenAIServerModel(
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max_tokens=2096,
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temperature=0.5,
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model_id="gpt-4o",
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custom_role_conversions=None,
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openai_api_key=api_key # Pass the user-provided API key
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)
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agent = CodeAgent(
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model=model,
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tools=[my_custom_tool, get_current_time_in_timezone, final_answer],
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max_steps=6,
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verbosity_level=1,
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grammar=None,
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planning_interval=None,
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name=None,
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description=None,
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prompt_templates=prompt_templates
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)
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return agent
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# ----- Gradio UI -----
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def launch_agent(api_key: str):
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agent = initialize_agent(api_key)
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return GradioUI(agent).launch(share=True)
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# Interface for the user to enter their OpenAI API key
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iface = gr.Interface(
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fn=launch_agent,
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inputs=gr.Textbox(label="Enter your OpenAI API Key", type="password"),
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outputs="text",
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title="Custom SmolAgent App",
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description="Enter your OpenAI API key to use the agent."
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)
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iface.launch()
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