huchiahsi commited on
Commit
2ccf38b
·
1 Parent(s): e0fd187

DuckDuckGoSearchTool加入

Browse files
Files changed (1) hide show
  1. app.py +26 -25
app.py CHANGED
@@ -1,16 +1,14 @@
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
@@ -18,44 +16,47 @@ def my_custom_tool(arg1:str, arg2:int)-> str: #it's import to specify the return
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 +66,5 @@ 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
  from Gradio_UI import GradioUI
8
 
9
+ # 自訂工具示範
10
  @tool
11
+ def my_custom_tool(arg1: str, arg2: int) -> str:
 
12
  """A tool that does nothing yet
13
  Args:
14
  arg1: the first argument
 
16
  """
17
  return "What magic will you build ?"
18
 
19
+ # 時區查詢工具
20
  @tool
21
  def get_current_time_in_timezone(timezone: str) -> str:
22
+ """Fetches the current local time in a specified timezone.
23
  Args:
24
+ timezone: A string representing a valid timezone (e.g., 'Asia/Taipei').
25
  """
26
  try:
 
27
  tz = pytz.timezone(timezone)
 
28
  local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
29
  return f"The current local time in {timezone} is: {local_time}"
30
  except Exception as e:
31
  return f"Error fetching time for timezone '{timezone}': {str(e)}"
32
 
33
+ # 工具初始化
34
  final_answer = FinalAnswerTool()
35
+ search_tool = DuckDuckGoSearchTool()
36
+ image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
37
 
38
+ # 模型設定(可替換為其他 HF Endpoint
 
 
39
  model = HfApiModel(
40
+ max_tokens=2096,
41
+ temperature=0.5,
42
+ model_id='Qwen/Qwen2.5-Coder-32B-Instruct',
43
+ custom_role_conversions=None,
44
  )
45
 
46
+ # 載入提示模板
 
 
 
47
  with open("prompts.yaml", 'r') as stream:
48
  prompt_templates = yaml.safe_load(stream)
49
+
50
+ # Agent 建立,加入所有工具
51
  agent = CodeAgent(
52
  model=model,
53
+ tools=[
54
+ final_answer,
55
+ search_tool,
56
+ image_generation_tool,
57
+ my_custom_tool,
58
+ get_current_time_in_timezone
59
+ ],
60
  max_steps=6,
61
  verbosity_level=1,
62
  grammar=None,
 
66
  prompt_templates=prompt_templates
67
  )
68
 
69
+ # 啟動 Gradio 介面
70
+ GradioUI(agent).launch()