SantoshKumar1310 commited on
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13bbe71
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1 Parent(s): 8c5c24b

Update app.py

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  1. app.py +39 -33
app.py CHANGED
@@ -1,69 +1,75 @@
1
- from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
2
  import datetime
3
- import requests
4
  import pytz
5
  import yaml
6
  from tools.final_answer import FinalAnswerTool
7
-
8
  from Gradio_UI import GradioUI
9
 
10
- # Below is an example of a tool that does nothing. Amaze us with your creativity !
 
11
  @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
 
21
  @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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  """
27
  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}"
33
  except Exception as e:
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- return f"Error fetching time for timezone '{timezone}': {str(e)}"
35
 
36
 
 
37
  final_answer = FinalAnswerTool()
 
 
38
 
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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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-
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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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  )
48
 
49
-
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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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-
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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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-
 
56
  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,
60
  verbosity_level=1,
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  grammar=None,
62
  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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  )
67
 
68
-
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- GradioUI(agent).launch()
 
1
+ from smolagents import CodeAgent, DuckDuckGoSearchTool, InferenceClientModel, load_tool, tool
2
  import datetime
 
3
  import pytz
4
  import yaml
5
  from tools.final_answer import FinalAnswerTool
 
6
  from Gradio_UI import GradioUI
7
 
8
+
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+ # Example of a creative custom tool
10
  @tool
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+ def random_welcome_message(name: str) -> str:
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+ """Greet a user with a random, cheerful message.
 
13
  Args:
14
+ name: The name of the user to greet.
 
15
  """
16
+ import random
17
+ messages = [
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+ f"Hey {name}, hope your day’s fantastic!",
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+ f"Welcome aboard, {name}! Ready to explore?",
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+ f"Good to see you, {name}! Let's create some magic!"
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+ ]
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+ return random.choice(messages)
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+
24
 
25
  @tool
26
  def get_current_time_in_timezone(timezone: str) -> str:
27
+ """Fetch the current time in a specified timezone.
28
  Args:
29
+ timezone: Example: 'Asia/Kolkata' or 'America/New_York'
30
  """
31
  try:
 
32
  tz = pytz.timezone(timezone)
 
33
  local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
34
  return f"The current local time in {timezone} is: {local_time}"
35
  except Exception as e:
36
+ return f"Error fetching time for timezone '{timezone}': {e}"
37
 
38
 
39
+ # Initialize the tools
40
  final_answer = FinalAnswerTool()
41
+ search_tool = DuckDuckGoSearchTool()
42
+ image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
43
 
44
+ # Configure model (you can swap this for any inference endpoint)
45
+ model = InferenceClientModel(
46
+ max_tokens=2048,
47
+ temperature=0.7,
48
+ model_id="Qwen/Qwen2.5-Coder-32B-Instruct",
 
 
 
49
  )
50
 
51
+ # Load agent prompt template file
 
 
 
52
  with open("prompts.yaml", 'r') as stream:
53
  prompt_templates = yaml.safe_load(stream)
54
+
55
+ # Build the multi-tool agent
56
  agent = CodeAgent(
57
  model=model,
58
+ tools=[
59
+ final_answer,
60
+ search_tool,
61
+ image_generation_tool,
62
+ get_current_time_in_timezone,
63
+ random_welcome_message
64
+ ],
65
  max_steps=6,
66
  verbosity_level=1,
67
  grammar=None,
68
  planning_interval=None,
69
+ name="WebSearchAssistant",
70
+ description="Multi-modal assistant with search, chatbot, and image generation",
71
  prompt_templates=prompt_templates
72
  )
73
 
74
+ # Launch an interactive Gradio UI
75
+ GradioUI(agent).launch()