alexub0103 commited on
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1 Parent(s): ae7a494

Update app.py

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  1. app.py +35 -21
app.py CHANGED
@@ -1,61 +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
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,
@@ -65,5 +79,5 @@ 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
+ import requests
8
+ from bs4 import BeautifulSoup
9
 
10
  from Gradio_UI import GradioUI
11
 
12
+ # Below is an example of a tool that scrapes product data from Meira 18K
13
  @tool
14
+ def scrape_meira18k_product_info(url: str) -> str:
15
+ """A tool to scrape product names and prices from Meira 18K website
16
+
17
  Args:
18
+ url: The URL of the product page to scrape.
19
+
20
+ Returns:
21
+ str: A formatted string with product names and prices.
22
  """
23
+ try:
24
+ response = requests.get(url, timeout=10) # Added timeout for better error handling
25
+ response.raise_for_status() # Raises HTTPError for bad responses (4xx, 5xx)
26
+ except requests.exceptions.RequestException as e:
27
+ return f"Error fetching the page: {e}"
28
+
29
+ soup = BeautifulSoup(response.text, 'html.parser')
30
+
31
+ products = soup.find_all('h2', class_='product-title') # Adjust class as needed
32
+ prices = soup.find_all('span', class_='price') # Adjust class as needed
33
+
34
+ result = "\n".join([f"{p.get_text().strip()} - {pr.get_text().strip()}" for p, pr in zip(products, prices)])
35
+ return result if result else "No product data found."
36
 
37
+ # Time tool (unchanged)
38
  @tool
39
  def get_current_time_in_timezone(timezone: str) -> str:
40
  """A tool that fetches the current local time in a specified timezone.
41
+
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
  final_answer = FinalAnswerTool()
53
 
54
+ # Model initialization (same as your code)
 
 
55
  model = HfApiModel(
56
+ max_tokens=2096,
57
+ temperature=0.5,
58
+ model_id='Qwen/Qwen2.5-Coder-32B-Instruct', # it is possible that this model may be overloaded
59
+ custom_role_conversions=None,
60
  )
61
 
 
62
  # Import tool from Hub
63
  image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
64
 
65
+ # Load prompt templates (same as your code)
66
  with open("prompts.yaml", 'r') as stream:
67
  prompt_templates = yaml.safe_load(stream)
68
 
69
+ # Define the agent with the correct tools
70
  agent = CodeAgent(
71
  model=model,
72
+ tools=[final_answer, scrape_meira18k_product_info], # Added the scrape tool here
73
  max_steps=6,
74
  verbosity_level=1,
75
  grammar=None,
 
79
  prompt_templates=prompt_templates
80
  )
81
 
82
+ # Launch the Gradio UI
83
  GradioUI(agent).launch()