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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 currency_converter(amount: float, from_currency: str, to_currency: str) -> str:
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"""Convert between currencies using real-time exchange rates
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Args:
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amount: The amount to convert
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from_currency: Currency code to convert from (
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to_currency: Currency code to convert to (
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"""
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try:
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url = f"https://api.exchangerate-api.com/v4/latest/{from_currency}"
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@@ -34,7 +23,7 @@ def currency_converter(amount: float, from_currency: str, to_currency: str) -> s
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return f"Convertion of {amount} {from_currency} = {converted:.2f} {to_currency}"
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except Exception as e:
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return f"Error converting {amount} {from_currency} to {to_currency}"
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@tool
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def website_availability(url: str) -> str:
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"""Check if a website is online and responsive
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@@ -58,70 +47,71 @@ def text_summarizer(long_text: str) -> str:
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return '. '.join(sentences[:3]) + '...'
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except Exception as e:
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return f"Error summarizing text"
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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:
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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
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final_answer = FinalAnswerTool()
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# If the agent does not answer, the model is overloaded, please use another model or the following Hugging Face Endpoint that also contains qwen2.5 coder:
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# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud'
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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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weather_tool = load_tool("agents-course/weather-api", trust_remote_code=True)
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wiki_tool = load_tool("agents-course/wiki-search", trust_remote_code=True)
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calculator_tool = load_tool("agents-course/calculator", trust_remote_code=True)
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all_tools = [
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final_answer,
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DuckDuckGoSearchTool(), # Built-in search
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image_generation_tool,
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wiki_tool,
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calculator_tool, # Hub-loaded calculator
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get_current_time_in_timezone,
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currency_converter,
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website_availability,
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text_summarizer
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]
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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=all_tools,
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max_steps=12,
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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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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 with complete docstrings
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@tool
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def currency_converter(amount: float, from_currency: str, to_currency: str) -> str:
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"""Convert between currencies using real-time exchange rates
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Args:
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amount: The amount to convert (positive number)
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from_currency: Currency code to convert from (3-letter ISO code like USD)
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to_currency: Currency code to convert to (3-letter ISO code like EUR)
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"""
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try:
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url = f"https://api.exchangerate-api.com/v4/latest/{from_currency}"
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return f"Convertion of {amount} {from_currency} = {converted:.2f} {to_currency}"
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except Exception as e:
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return f"Error converting {amount} {from_currency} to {to_currency}"
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@tool
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def website_availability(url: str) -> str:
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"""Check if a website is online and responsive
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return '. '.join(sentences[:3]) + '...'
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except Exception as e:
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return f"Error summarizing text"
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@tool
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def get_current_time_in_timezone(timezone: str) -> str:
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"""Get current time in a specific timezone
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Args:
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timezone: Valid timezone name (e.g. America/New_York or Asia/Tokyo)
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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: {str(e)}"
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@tool
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def get_current_weather(city: str) -> str:
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"""Get current weather for a city
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Args:
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city: City name (e.g. Paris, London, Tokyo)
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"""
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try:
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# Using a free weather API (no key required)
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url = f"https://wttr.in/{city}?format=%C+%t+%w"
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response = requests.get(url)
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return f"Weather in {city}: {response.text.strip()}"
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except Exception as e:
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return f"Weather lookup failed: {str(e)}"
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final_answer = FinalAnswerTool()
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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 only working tools 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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# Build tools list
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all_tools = [
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final_answer,
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DuckDuckGoSearchTool(), # Built-in search
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image_generation_tool,
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get_current_weather, # Our custom weather tool
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get_current_time_in_timezone,
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currency_converter,
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website_availability,
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text_summarizer
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]
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agent = CodeAgent(
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model=model,
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tools=all_tools,
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max_steps=12,
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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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GradioUI(agent).launch()
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