samanvitha21 commited on
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3d5d1ec
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1 Parent(s): 8c5c24b

Update app.py

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  1. app.py +38 -30
app.py CHANGED
@@ -1,61 +1,69 @@
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'
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-
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,
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 +73,5 @@ 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
+ # ------------------- CUSTOM TOOLS -------------------
10
+
11
  @tool
12
+ def my_custom_tool(arg1: str, arg2: int) -> str:
13
+ """A tool that does nothing yet."""
14
+ return "What magic will you build?"
 
 
 
 
 
15
 
16
  @tool
17
  def get_current_time_in_timezone(timezone: str) -> str:
18
+ """Fetch the current local time in a specified timezone."""
 
 
 
19
  try:
 
20
  tz = pytz.timezone(timezone)
 
21
  local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
22
  return f"The current local time in {timezone} is: {local_time}"
23
  except Exception as e:
24
  return f"Error fetching time for timezone '{timezone}': {str(e)}"
25
 
26
+ @tool
27
+ def get_weather(city: str) -> str:
28
+ """Fetch the current weather for a specified city using wttr.in API."""
29
+ try:
30
+ response = requests.get(f"https://wttr.in/{city}?format=3") # simple summary
31
+ if response.status_code == 200:
32
+ return f"Weather for {city}: {response.text}"
33
+ else:
34
+ return f"Could not fetch weather for {city}."
35
+ except Exception as e:
36
+ return f"Error fetching weather for {city}: {str(e)}"
37
 
38
+ # ------------------- FINAL ANSWER TOOL -------------------
39
  final_answer = FinalAnswerTool()
40
 
41
+ # ------------------- MODEL CONFIG -------------------
 
 
42
  model = HfApiModel(
43
+ max_tokens=2096,
44
+ temperature=0.5,
45
+ model_id='Qwen/Qwen2.5-Coder-32B-Instruct', # You can change if overloaded
46
+ custom_role_conversions=None,
47
  )
48
 
49
+ # ------------------- IMAGE GENERATION TOOL -------------------
 
50
  image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
51
 
52
+ # ------------------- PROMPT TEMPLATES -------------------
53
  with open("prompts.yaml", 'r') as stream:
54
  prompt_templates = yaml.safe_load(stream)
55
+
56
+ # ------------------- CREATE AGENT -------------------
57
  agent = CodeAgent(
58
  model=model,
59
+ tools=[
60
+ final_answer,
61
+ DuckDuckGoSearchTool(), # optional: search
62
+ image_generation_tool,
63
+ get_weather,
64
+ get_current_time_in_timezone,
65
+ my_custom_tool
66
+ ],
67
  max_steps=6,
68
  verbosity_level=1,
69
  grammar=None,
 
73
  prompt_templates=prompt_templates
74
  )
75
 
76
+ # ------------------- LAUNCH APP -------------------
77
+ GradioUI(agent).launch()