Update app.py
Browse files
app.py
CHANGED
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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:
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Args:
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arg1:
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arg2:
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"""
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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 for timezone '{timezone}': {str(e)}"
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final_answer = FinalAnswerTool()
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#
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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',# 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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# 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
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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=
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description=
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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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# Özel araç: Basit bir "sihir" aracı. arg1'in uzunluğu ile arg2'yi çarparak bir mesaj üretir.
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@tool
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def my_custom_tool(arg1: str, arg2: int) -> str:
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"""Bu araç, verilen argümanlara göre özel bir sihirli mesaj üretir.
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Args:
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arg1: Bir metin.
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arg2: Bir tam sayı.
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"""
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result = len(arg1) * arg2
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return f"Custom Magic: The length of '{arg1}' multiplied by {arg2} equals {result}."
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# Zaman dilimine göre mevcut yerel saati döndüren araç.
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@tool
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def get_current_time_in_timezone(timezone: str) -> str:
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"""Belirtilen zaman dilimindeki güncel yerel saati getirir.
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Args:
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timezone: Geçerli bir zaman dilimi (örn. '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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# Yeni araç: İki sayının toplamını hesaplar.
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@tool
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def calculate_sum(a: int, b: int) -> str:
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"""İki tam sayının toplamını hesaplar.
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Args:
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a: İlk sayı.
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b: İkinci sayı.
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"""
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total = a + b
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return f"The sum of {a} and {b} is {total}."
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# Final Answer aracı, nihai yanıtı oluşturmak için kullanılır.
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final_answer = FinalAnswerTool()
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# Hub'dan bir araç: Resim oluşturma aracı.
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image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
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# Ek bir araç: DuckDuckGo arama aracını kullanıyoruz.
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duckduckgo_tool = DuckDuckGoSearchTool()
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# prompt_templates'i yükle
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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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# AI modelimizi tanımlıyoruz.
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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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# CodeAgent oluşturuyoruz ve araçlarımızı ekliyoruz.
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agent = CodeAgent(
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model=model,
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tools=[final_answer, get_current_time_in_timezone, my_custom_tool, calculate_sum, duckduckgo_tool, image_generation_tool],
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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="My SmolAgent",
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description="A sample agent using various tools: custom magic, current time, sum calculator, DuckDuckGo search, and image generation.",
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prompt_templates=prompt_templates
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)
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# Gradio arayüzü üzerinden ajanı başlatıyoruz.
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GradioUI(agent).launch()
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