Update app.py
#616
by Agalyav369 - opened
app.py
CHANGED
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@@ -1,69 +1,101 @@
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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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@tool
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def
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"""A tool that does nothing yet
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Args:
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arg2: the second argument
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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: A
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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"
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except Exception as e:
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return f"Error
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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=
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temperature=0.5,
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model_id='Qwen/Qwen2.5-
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custom_role_conversions=None,
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)
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#
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image_generation_tool = load_tool(
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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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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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# 🔥 CUSTOM TOOL 1: Calculator
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@tool
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def calculator(expression: str) -> str:
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"""Evaluates a mathematical expression.
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Args:
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expression: A math expression like '2+3*5'
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"""
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try:
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result = eval(expression)
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return f"Result is {result}"
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except Exception as e:
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return f"Error: {str(e)}"
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# 🔥 CUSTOM TOOL 2: Time Tool
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@tool
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def get_current_time_in_timezone(timezone: str) -> str:
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"""Fetches the current local time in a specified timezone.
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Args:
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timezone: A valid timezone (e.g., 'Asia/Kolkata')
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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"Current time in {timezone}: {local_time}"
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except Exception as e:
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return f"Error: {str(e)}"
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# 🔥 CUSTOM TOOL 3: Weather Tool
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@tool
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def get_weather(city: str) -> str:
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"""Fetches current weather for a city.
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Args:
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city: Name of the city
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"""
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try:
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url = f"https://wttr.in/{city}?format=3"
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response = requests.get(url)
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return response.text
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except:
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return "Error fetching weather"
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# 🔥 FINAL ANSWER TOOL (MANDATORY)
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final_answer = FinalAnswerTool()
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# 🤖 MODEL (LLM)
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model = HfApiModel(
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max_tokens=2048,
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temperature=0.5,
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model_id='Qwen/Qwen2.5-7B-Instruct', # smaller & stable model
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custom_role_conversions=None,
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)
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# 🖼️ IMAGE GENERATION TOOL (from Hugging Face Hub)
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image_generation_tool = load_tool(
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"agents-course/text-to-image",
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trust_remote_code=True
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)
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# 📄 LOAD PROMPTS
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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
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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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calculator,
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get_current_time_in_timezone,
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get_weather,
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DuckDuckGoSearchTool(),
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image_generation_tool
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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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planning_interval=None,
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name="Smart AI Agent",
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description="An AI agent that can search, calculate, fetch time, weather, and generate images.",
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prompt_templates=prompt_templates
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)
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# 🖥️ LAUNCH UI
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GradioUI(agent).launch()
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