nguyenlong00 commited on
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1 Parent(s): ae7a494

Update app.py

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  1. app.py +40 -23
app.py CHANGED
@@ -1,61 +1,57 @@
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 +61,26 @@ 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 gradio as gr
7
  from tools.final_answer import FinalAnswerTool
 
8
  from Gradio_UI import GradioUI
9
 
10
+ # Custom Tool Example
11
  @tool
12
+ def my_custom_tool(arg1: str, arg2: int) -> str:
13
+ """A tool that does nothing yet.
 
14
  Args:
15
  arg1: the first argument
16
  arg2: the second argument
17
  """
18
+ return "What magic will you build?"
19
 
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., 'America/New_York').
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
+ # Initialize Final Answer Tool
34
  final_answer = FinalAnswerTool()
35
 
36
+ # Model Configuration
 
 
37
  model = HfApiModel(
38
+ max_tokens=2096,
39
+ temperature=0.5,
40
+ model_id='Qwen/Qwen2.5-Coder-32B-Instruct',
41
+ custom_role_conversions=None,
42
  )
43
 
44
+ # Import External Tools
 
45
  image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
46
 
47
+ # Load Prompts
48
  with open("prompts.yaml", 'r') as stream:
49
  prompt_templates = yaml.safe_load(stream)
50
+
51
+ # Initialize AI Agent
52
  agent = CodeAgent(
53
  model=model,
54
+ tools=[final_answer],
55
  max_steps=6,
56
  verbosity_level=1,
57
  grammar=None,
 
61
  prompt_templates=prompt_templates
62
  )
63
 
64
+ # Enhanced Gradio UI
65
+ with gr.Blocks() as demo:
66
+ gr.Markdown("""
67
+ # 🤖 AI Assistant - Long-Agent
68
+ Welcome to the interactive AI chatbot! This bot can assist you with coding, answer general queries, and even generate images. 🚀
69
+ """)
70
+
71
+ chatbot = gr.Chatbot(label="AI Assistant")
72
+ user_input = gr.Textbox(label="Enter your message:")
73
+ send_button = gr.Button("Send")
74
+ status = gr.Markdown("Waiting for input...")
75
+
76
+ def update_status():
77
+ return "⏳ Processing response..."
78
+
79
+ def agent_response(message):
80
+ response = agent.generate_response(message)
81
+ return [(message, f"🤖 {response}")]
82
+
83
+ send_button.click(update_status, None, status)
84
+ send_button.click(agent_response, user_input, chatbot)
85
 
86
+ demo.launch()