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Update app.py
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app.py
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from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,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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from Gradio_UI import GradioUI
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#
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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
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def get_current_time_in_timezone(timezone: str) -> str:
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"""A tool that fetches the current local time in a specified timezone.
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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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#
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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'
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custom_role_conversions=None,
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)
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# Import tool from Hub
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image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
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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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agent = CodeAgent(
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model=model,
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tools=[
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max_steps=6,
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verbosity_level=1,
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grammar=None,
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prompt_templates=prompt_templates
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)
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GradioUI(agent).launch()
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from smolagents import CodeAgent, DuckDuckGoSearchTool, HfApiModel, 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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from Gradio_UI import GradioUI
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# Custom Tools
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@tool
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def get_current_time_in_timezone(timezone: str) -> str:
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"""A tool that fetches the current local time in a specified timezone.
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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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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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@tool
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def weather_lookup(city: str) -> str:
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"""Fetches current weather conditions for a specified city.
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Args:
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city: The city name to get weather for (e.g., 'Paris, France')
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"""
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try:
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response = requests.get(f"https://wttr.in/{city}?format=%C+%t")
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return f"Weather in {city}: {response.text}"
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except Exception as e:
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return f"Error fetching weather: {str(e)}"
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@tool
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def unit_converter(value: float, from_unit: str, to_unit: str) -> str:
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"""Converts between different units (length, weight, temperature).
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Args:
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value: The numerical value to convert
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from_unit: The unit to convert from (e.g., 'miles')
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to_unit: The unit to convert to (e.g., 'kilometers')
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"""
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# Simplified conversion examples
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conversions = {
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('miles', 'kilometers'): lambda x: x * 1.60934,
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('fahrenheit', 'celsius'): lambda x: (x - 32) * 5/9,
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('pounds', 'kilograms'): lambda x: x * 0.453592
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}
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try:
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if (from_unit, to_unit) in conversions:
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result = conversions[(from_unit, to_unit)](value)
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return f"{value} {from_unit} = {result:.2f} {to_unit}"
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return f"Conversion from {from_unit} to {to_unit} not supported"
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except Exception as e:
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return f"Conversion error: {str(e)}"
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# Initialize tools
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final_answer = FinalAnswerTool()
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duckduckgo_search = DuckDuckGoSearchTool()
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image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
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# Initialize model
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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',
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custom_role_conversions=None,
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)
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# Load system prompt
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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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# Create agent with all tools
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agent = CodeAgent(
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model=model,
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tools=[
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final_answer, # Required
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duckduckgo_search,
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image_generation_tool,
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get_current_time_in_timezone,
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weather_lookup,
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unit_converter
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],
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max_steps=6,
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verbosity_level=1,
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grammar=None,
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prompt_templates=prompt_templates
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)
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# Launch the interface
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GradioUI(agent).launch()
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