AgentNaser commited on
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51dc433
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1 Parent(s): ae7a494

Update app.py

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  1. app.py +30 -28
app.py CHANGED
@@ -1,53 +1,51 @@
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,
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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,
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:
@@ -55,7 +53,12 @@ with open("prompts.yaml", 'r') as 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 +68,4 @@ 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
+ import os # <--- أضف هذا السطر
7
  from tools.final_answer import FinalAnswerTool
 
8
  from Gradio_UI import GradioUI
9
 
 
10
  @tool
11
+ def summarize_text(text: str, max_length: int = 130) -> str:
12
+ """تلخيص النصوص باستخدام نموذج BART من Hugging Face
 
13
  Args:
14
+ text: النص الأصلي المراد تلخيصه
15
+ max_length: الحد الأقصى لطول الملخص (افتراضي: 130 كلمة)
16
  """
17
+ try:
18
+ API_URL = "https://api-inference.huggingface.co/models/facebook/bart-large-cnn"
19
+ headers = {"Authorization": f"Bearer {os.environ['HF_TOKEN']}"} # <--- تصحيح هنا
20
+ data = {
21
+ "inputs": text,
22
+ "parameters": {"max_length": max_length}
23
+ }
24
+ response = requests.post(API_URL, headers=headers, json=data)
25
+ response.raise_for_status()
26
+ summary = response.json()[0]['summary_text']
27
+ return f"الملخص: {summary}"
28
+ except Exception as e:
29
+ return f"خطأ في التلخيص: {str(e)}"
30
 
31
  @tool
32
  def get_current_time_in_timezone(timezone: str) -> str:
33
+ """أداة لجلب الوقت الحالي في منطقة زمنية محددة"""
 
 
 
34
  try:
 
35
  tz = pytz.timezone(timezone)
 
36
  local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
37
  return f"The current local time in {timezone} is: {local_time}"
38
  except Exception as e:
39
  return f"Error fetching time for timezone '{timezone}': {str(e)}"
40
 
 
41
  final_answer = FinalAnswerTool()
 
 
 
 
42
  model = HfApiModel(
43
+ max_tokens=2096,
44
+ temperature=0.5,
45
+ model_id='Qwen/Qwen2.5-Coder-32B-Instruct',
46
+ custom_role_conversions=None,
47
  )
48
 
 
 
49
  image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
50
 
51
  with open("prompts.yaml", 'r') as stream:
 
53
 
54
  agent = CodeAgent(
55
  model=model,
56
+ tools=[
57
+ final_answer,
58
+ DuckDuckGoSearchTool(),
59
+ image_generation_tool,
60
+ summarize_text # <--- الأداة الجديدة هنا
61
+ ],
62
  max_steps=6,
63
  verbosity_level=1,
64
  grammar=None,
 
68
  prompt_templates=prompt_templates
69
  )
70
 
 
71
  GradioUI(agent).launch()