USER-GNEXUSES commited on
Commit
22a8e59
·
verified ·
1 Parent(s): afeeb2c

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +44 -28
app.py CHANGED
@@ -1,53 +1,69 @@
1
- import os
2
- from smolagents import CodeAgent, DuckDuckGoSearchTool, HfApiModel, tool
3
  import datetime
4
  import requests
 
5
  import yaml
6
  from tools.final_answer import FinalAnswerTool
7
- #
8
  from Gradio_UI import GradioUI
9
 
 
10
  @tool
11
- def generate_automation_report(case_description: str) -> str:
 
 
 
 
 
12
  """
13
- Generates a structured Word report for RPA analysts based on a case description.
14
-
15
- Parameters:
16
- case_description (str): A detailed description of the process and workflow to be automated.
17
 
18
- Returns:
19
- str: Message indicating successful report generation and further instructions.
 
 
 
20
  """
21
- doc = Document()
22
- doc.add_heading('Automation Suitability & Requirements Report', 0)
23
-
24
- # Add report sections here (as before)
25
- # ...
 
 
 
 
26
 
27
- report_filename = 'Automation_Suitability_Report.docx'
28
- doc.save(report_filename)
29
- return f"Report generated: {report_filename} (update with specific details)."
 
30
 
31
- # Configure the model
32
  model = HfApiModel(
33
- max_tokens=2096,
34
- temperature=0.5,
35
- model_id='Qwen/Qwen2.5-Coder-32B-Instruct',
36
- custom_role_conversions=None
37
  )
38
 
39
- # Set up the agent
 
 
 
 
 
 
40
  agent = CodeAgent(
41
  model=model,
42
- tools=[generate_automation_report, final_answer], # Include the report tool
43
  max_steps=6,
44
  verbosity_level=1,
45
  grammar=None,
46
  planning_interval=None,
47
  name=None,
48
  description=None,
 
49
  )
50
 
51
- # Launch the Gradio UI
52
- if __name__ == "__main__":
53
- 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
+
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,
45
+ 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,
62
  planning_interval=None,
63
  name=None,
64
  description=None,
65
+ prompt_templates=prompt_templates
66
  )
67
 
68
+
69
+ GradioUI(agent).launch()