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Update app.py
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app.py
CHANGED
@@ -1,57 +1,97 @@
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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_cutom_tool(arg1:str, arg2:int)-> str:
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"""A tool that does nothing yet
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Args:
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arg1:
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arg2:
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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:
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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='https://wxknx1kg971u7k1n.us-east-1.aws.endpoints.huggingface.cloud'
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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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# Инструмент-заглушка, который пока ничего не делает
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@tool
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def my_cutom_tool(arg1: str, arg2: int) -> str:
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"""A tool that does nothing yet.
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Args:
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arg1: первый аргумент
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arg2: второй аргумент (проверка)
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"""
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return "What magic will you build?"
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# Инструмент для получения текущего времени в заданном часовом поясе
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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: строка с названием часового пояса (например, '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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# Новый инструмент: получение текущей погоды по указанному местоположению
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@tool
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def get_weather(location: str) -> str:
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"""A tool that fetches the current weather for a given location.
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Args:
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location: название местоположения (например, 'London').
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"""
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try:
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response = requests.get(f"http://wttr.in/{location}?format=3")
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if response.status_code == 200:
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return response.text
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else:
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return f"Error: Received status code {response.status_code}"
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except Exception as e:
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return f"Error fetching weather: {str(e)}"
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# Новый инструмент: получение случайной шутки
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@tool
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def get_random_joke() -> str:
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"""A tool that fetches a random joke."""
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try:
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response = requests.get("https://official-joke-api.appspot.com/random_joke")
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if response.status_code == 200:
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joke_data = response.json()
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setup = joke_data.get("setup", "")
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punchline = joke_data.get("punchline", "")
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return f"{setup} - {punchline}"
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else:
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return f"Error: Received status code {response.status_code}"
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except Exception as e:
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return f"Error fetching joke: {str(e)}"
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# Инструмент для вывода финального ответа
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final_answer = FinalAnswerTool()
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# Инициализация модели для агента через API Hugging Face
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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='https://wxknx1kg971u7k1n.us-east-1.aws.endpoints.huggingface.cloud',
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custom_role_conversions=None,
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)
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# Загрузка инструмента генерации изображений с удалённого репозитория
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image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
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# Загрузка шаблонов промтов из YAML-файла
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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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# Создание агента с расширенным списком инструментов
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agent = CodeAgent(
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model=model,
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tools=[
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final_answer,
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my_cutom_tool,
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get_current_time_in_timezone,
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get_weather,
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get_random_joke,
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image_generation_tool,
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DuckDuckGoSearchTool()
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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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# Запуск пользовательского интерфейса через Gradio
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GradioUI(agent).launch()
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