Update app.py
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app.py
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from smolagents import CodeAgent, HfApiModel, tool
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import yaml
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from Gradio_UI import GradioUI
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import requests
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#
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@tool
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def
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Args:
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"""
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waste_types = data.get("types", {})
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recommendations = []
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for waste_type, amount in waste_types.items():
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if amount > 100: # Example threshold value (Пример порогового значения)
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recommendations.append(f"It is necessary to collect {waste_type}.")
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# (Необходимо вывезти {waste_type}.)
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return "\n".join(recommendations)
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# Example tool to visualize collection routes (Пример инструмента для визуализации маршрутов)
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@tool
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def
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"""
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(Визуализирует оптимальные маршруты для сбора вторсырья.)
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Args:
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(Список координат местоположений контейнеров.)
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"""
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# Load model and create agent (Загрузка модели и создание агента)
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final_answer = FinalAnswerTool()
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model = HfApiModel(
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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=[final_answer,
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max_steps=6,
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verbosity_level=1,
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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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# 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 important to specify the return type
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# Keep this format for the tool description / 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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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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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=[final_answer], # add your tools here (don't remove 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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GradioUI(agent).launch()
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