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1 Parent(s): c89e7c9

Update app.py

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  1. app.py +30 -38
app.py CHANGED
@@ -1,76 +1,66 @@
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 generate_cat_image(description: str = "a cute cat sitting on a windowsill", size: str = "512x512") -> str:
23
- """
24
- Generates an image of a cat based on a text prompt.
25
-
26
  Args:
27
  description: Description of the cat image.
28
  size: Image resolution, e.g., "512x512".
29
  """
30
- image_result = image_generation_tool(prompt=description, size=size)
31
- # Assuming the tool returns a URL or displayable image path
32
- return image_result
33
 
 
34
  @tool
35
  def get_current_time_in_timezone(timezone: str) -> str:
36
- """A tool that fetches the current local time in a specified timezone.
37
  Args:
38
  timezone: A string representing a valid timezone (e.g., 'America/New_York').
39
  """
40
  try:
41
- # Create timezone object
42
  tz = pytz.timezone(timezone)
43
- # Get current time in that timezone
44
  local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
45
  return f"The current local time in {timezone} is: {local_time}"
46
  except Exception as e:
47
  return f"Error fetching time for timezone '{timezone}': {str(e)}"
48
 
49
-
50
- tools=[final_answer, generate_cat_image],
51
-
52
-
53
- # 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:
54
- # model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud'
55
-
56
  model = HfApiModel(
57
- max_tokens=2096,
58
- temperature=0.5,
59
- model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded
60
- custom_role_conversions=None,
61
  )
62
 
63
-
64
- # Import tool from Hub
65
- image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
66
-
67
- # Load system prompt from prompt.yaml file
68
- with open("prompts.yaml", 'r') as stream:
69
- prompt_templates = yaml.safe_load(stream)
70
-
71
  agent = CodeAgent(
72
  model=model,
73
- tools=[final_answer, generate_cat_image], # Updated to include the image generation tool
74
  max_steps=6,
75
  verbosity_level=1,
76
  grammar=None,
@@ -79,4 +69,6 @@ agent = CodeAgent(
79
  description=None,
80
  prompt_templates=prompt_templates
81
  )
82
- GradioUI(agent).launch()
 
 
 
1
+ from smolagents import CodeAgent, DuckDuckGoSearchTool, HfApiModel, 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
+ # Load system prompt from prompt.yaml file
9
+ with open("prompts.yaml", 'r') as stream:
10
+ prompt_templates = yaml.safe_load(stream)
11
+
12
+ # Import tool from Hub
13
+ image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
14
+
15
+ # Define FinalAnswerTool
16
+ final_answer = FinalAnswerTool()
17
+
18
+ # Example custom tool
19
  @tool
20
+ def my_custom_tool(arg1: str, arg2: int) -> str:
 
21
  """A tool that does nothing yet
22
  Args:
23
  arg1: the first argument
24
  arg2: the second argument
25
  """
26
+ return "What magic will you build?"
27
+
28
+ # Cat image generator tool
29
  @tool
30
  def generate_cat_image(description: str = "a cute cat sitting on a windowsill", size: str = "512x512") -> str:
31
+ """Generates an image of a cat based on a text prompt.
 
 
32
  Args:
33
  description: Description of the cat image.
34
  size: Image resolution, e.g., "512x512".
35
  """
36
+ return image_generation_tool(prompt=description, size=size)
 
 
37
 
38
+ # Time tool
39
  @tool
40
  def get_current_time_in_timezone(timezone: str) -> str:
41
+ """Fetches the current local time in a specified timezone.
42
  Args:
43
  timezone: A string representing a valid timezone (e.g., 'America/New_York').
44
  """
45
  try:
 
46
  tz = pytz.timezone(timezone)
 
47
  local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
48
  return f"The current local time in {timezone} is: {local_time}"
49
  except Exception as e:
50
  return f"Error fetching time for timezone '{timezone}': {str(e)}"
51
 
52
+ # Define the model
 
 
 
 
 
 
53
  model = HfApiModel(
54
+ max_tokens=2096,
55
+ temperature=0.5,
56
+ model_id='Qwen/Qwen2.5-Coder-32B-Instruct',
57
+ custom_role_conversions=None,
58
  )
59
 
60
+ # Create the agent
 
 
 
 
 
 
 
61
  agent = CodeAgent(
62
  model=model,
63
+ tools=[final_answer, generate_cat_image, get_current_time_in_timezone, my_custom_tool],
64
  max_steps=6,
65
  verbosity_level=1,
66
  grammar=None,
 
69
  description=None,
70
  prompt_templates=prompt_templates
71
  )
72
+
73
+ # Launch the UI
74
+ GradioUI(agent).launch()