Files changed (1) hide show
  1. app.py +60 -28
app.py CHANGED
@@ -1,69 +1,101 @@
1
- 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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-
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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 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 ?"
 
 
 
 
20
 
 
 
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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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- # 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',# 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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-
 
 
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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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68
 
 
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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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+
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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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+
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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:
 
32
  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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38
 
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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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+
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+
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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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66
 
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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
71
+ )
72
 
73
+
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+ # 📄 LOAD PROMPTS
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+ with open("prompts.yaml", "r") as stream:
76
  prompt_templates = yaml.safe_load(stream)
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+
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+
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+ # 🧠 CREATE AGENT
80
  agent = CodeAgent(
81
  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,
86
+ get_weather,
87
+ DuckDuckGoSearchTool(),
88
+ image_generation_tool
89
+ ],
90
  max_steps=6,
91
  verbosity_level=1,
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  grammar=None,
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  planning_interval=None,
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+ name="Smart AI Agent",
95
+ description="An AI agent that can search, calculate, fetch time, weather, and generate images.",
96
  prompt_templates=prompt_templates
97
  )
98
 
99
 
100
+ # 🖥️ LAUNCH UI
101
  GradioUI(agent).launch()