aaabulkhair commited on
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Update app.py

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  1. app.py +43 -28
app.py CHANGED
@@ -1,61 +1,76 @@
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
12
- def my_custom_tool(arg1:str, arg2:int)-> str: #it's import to specify the return type
13
- #Keep this format for the description / args / args description but feel free to modify the tool
14
- """A tool that does nothing yet
15
- Args:
16
- arg1: the first argument
17
- arg2: the second argument
18
- """
19
- return "What magic will you build ?"
20
 
 
 
21
  @tool
22
  def get_current_time_in_timezone(timezone: str) -> str:
23
- """A tool that fetches the current local time in a specified timezone.
 
 
24
  Args:
25
- timezone: A string representing a valid timezone (e.g., 'America/New_York').
 
 
 
26
  """
27
  try:
28
- # Create timezone object
29
  tz = pytz.timezone(timezone)
30
- # Get current time in that timezone
31
  local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
32
  return f"The current local time in {timezone} is: {local_time}"
33
  except Exception as e:
34
  return f"Error fetching time for timezone '{timezone}': {str(e)}"
35
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
36
 
 
37
  final_answer = FinalAnswerTool()
38
 
39
- # 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:
40
- # model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud'
41
-
42
  model = HfApiModel(
43
- max_tokens=2096,
44
- temperature=0.5,
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- model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded
46
- custom_role_conversions=None,
47
  )
48
 
49
-
50
- # Import tool from Hub
51
  image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
52
 
 
53
  with open("prompts.yaml", 'r') as stream:
54
  prompt_templates = yaml.safe_load(stream)
55
 
 
56
  agent = CodeAgent(
57
  model=model,
58
- tools=[final_answer], ## add your tools here (don't remove final answer)
59
  max_steps=6,
60
  verbosity_level=1,
61
  grammar=None,
@@ -65,5 +80,5 @@ agent = CodeAgent(
65
  prompt_templates=prompt_templates
66
  )
67
 
68
-
69
- GradioUI(agent).launch()
 
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
  from Gradio_UI import GradioUI
8
 
 
 
 
 
 
 
 
 
 
 
9
 
10
+
11
+ # Tool to get current local time in a specified timezone
12
  @tool
13
  def get_current_time_in_timezone(timezone: str) -> str:
14
+ """
15
+ A tool that fetches the current local time in a specified timezone.
16
+
17
  Args:
18
+ timezone (str): A valid timezone string (e.g., 'America/New_York').
19
+
20
+ Returns:
21
+ str: A message with the current local time or an error message if the timezone is invalid.
22
  """
23
  try:
 
24
  tz = pytz.timezone(timezone)
 
25
  local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
26
  return f"The current local time in {timezone} is: {local_time}"
27
  except Exception as e:
28
  return f"Error fetching time for timezone '{timezone}': {str(e)}"
29
 
30
+ # Calculator tool that evaluates mathematical expressions
31
+ @tool
32
+ def calculator_tool(expression: str) -> str:
33
+ """
34
+ A calculator tool that evaluates a mathematical expression.
35
+
36
+ Args:
37
+ expression (str): A string representing a mathematical expression.
38
+ Supported operators: +, -, *, /, **, and %.
39
+
40
+ Returns:
41
+ str: The result of the calculation as a string, or an error message if evaluation fails.
42
+ """
43
+ try:
44
+ # Evaluate the expression with a restricted environment for safety.
45
+ result = eval(expression, {"__builtins__": {}}, {})
46
+ if isinstance(result, float) and result.is_integer():
47
+ result = int(result)
48
+ return str(result)
49
+ except Exception as e:
50
+ return f"Error evaluating expression: {e}"
51
 
52
+ # Instantiate the final answer tool
53
  final_answer = FinalAnswerTool()
54
 
55
+ # Create an instance of the language model
 
 
56
  model = HfApiModel(
57
+ max_tokens=2096,
58
+ temperature=0.5,
59
+ model_id='Qwen/Qwen2.5-Coder-32B-Instruct',
60
+ custom_role_conversions=None,
61
  )
62
 
63
+ # Import tool from Hub (e.g., for image generation)
 
64
  image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
65
 
66
+ # Load prompt templates from YAML file
67
  with open("prompts.yaml", 'r') as stream:
68
  prompt_templates = yaml.safe_load(stream)
69
 
70
+ # Create the CodeAgent with the desired tools. Notice that we add our calculator_tool
71
  agent = CodeAgent(
72
  model=model,
73
+ tools=[final_answer, calculator_tool], # You can add more tools here
74
  max_steps=6,
75
  verbosity_level=1,
76
  grammar=None,
 
80
  prompt_templates=prompt_templates
81
  )
82
 
83
+ # Launch the Gradio UI for interacting with the agent
84
+ GradioUI(agent).launch()