pettyyeom commited on
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Update app.py

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  1. app.py +42 -29
app.py CHANGED
@@ -1,69 +1,82 @@
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
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- """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")
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  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
 
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- # 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:
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- # model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud'
41
 
 
42
  model = HfApiModel(
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- 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,
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  )
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,
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- 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,
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- name=None,
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- description=None,
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- 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 pytz
4
  import yaml
5
  from tools.final_answer import FinalAnswerTool
 
6
  from Gradio_UI import GradioUI
7
 
8
+ # ------------------------------
9
+ # 🪄 Custom Tool Examples
10
+ # ------------------------------
11
+
12
  @tool
13
+ def my_custom_tool(arg1: str, arg2: int) -> str:
14
+ """A simple tool that repeats the first argument a specified number of times.
 
15
  Args:
16
+ arg1: The string to repeat.
17
+ arg2: How many times to repeat it.
18
  """
19
+ return " ".join([arg1] * arg2)
20
+
21
 
22
  @tool
23
  def get_current_time_in_timezone(timezone: str) -> str:
24
  """A tool that fetches the current local time in a specified timezone.
25
  Args:
26
+ timezone: A string representing a valid timezone (e.g., 'America/New_York', 'Asia/Seoul').
27
  """
28
  try:
 
29
  tz = pytz.timezone(timezone)
 
30
  local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
31
  return f"The current local time in {timezone} is: {local_time}"
32
  except Exception as e:
33
  return f"Error fetching time for timezone '{timezone}': {str(e)}"
34
 
35
 
36
+ # ------------------------------
37
+ # ⚙️ Core Components
38
+ # ------------------------------
39
 
40
+ final_answer = FinalAnswerTool()
 
41
 
42
+ # 모델 설정 (Qwen2.5 Coder 32B 사용)
43
  model = HfApiModel(
44
+ max_tokens=2096,
45
+ temperature=0.5,
46
+ model_id='Qwen/Qwen2.5-Coder-32B-Instruct', # 다른 모델로 교체 가능
47
+ custom_role_conversions=None,
48
  )
49
 
50
+ # 허브에서 이미지 생성 툴 불러오기
 
51
  image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
52
 
53
+ # 프롬프트 템플릿 로드
54
+ with open("prompts.yaml", "r") as stream:
55
  prompt_templates = yaml.safe_load(stream)
56
+
57
+ # ------------------------------
58
+ # 🤖 Agent 생성
59
+ # ------------------------------
60
+
61
  agent = CodeAgent(
62
  model=model,
63
+ tools=[
64
+ final_answer,
65
+ my_custom_tool,
66
+ get_current_time_in_timezone,
67
+ image_generation_tool,
68
+ ],
69
  max_steps=6,
70
  verbosity_level=1,
71
  grammar=None,
72
  planning_interval=None,
73
+ name="MultiToolAgent",
74
+ description="A code agent with custom tools and image generation.",
75
+ prompt_templates=prompt_templates,
76
  )
77
 
78
+ # ------------------------------
79
+ # 🎨 Gradio UI 실행
80
+ # ------------------------------
81
 
82
+ GradioUI(agent).launch()