smokxy commited on
Commit
a6d2823
·
1 Parent(s): 8c5c24b

img generation tool

Browse files
Files changed (1) hide show
  1. app.py +32 -16
app.py CHANGED
@@ -1,4 +1,4 @@
1
- from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
2
  import datetime
3
  import requests
4
  import pytz
@@ -8,15 +8,29 @@ from tools.final_answer import FinalAnswerTool
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:
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- arg1: the first argument
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- arg2: the second argument
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  """
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- return "What magic will you build ?"
 
 
 
 
 
 
 
 
 
 
 
20
 
21
  @tool
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  def get_current_time_in_timezone(timezone: str) -> str:
@@ -37,25 +51,27 @@ def get_current_time_in_timezone(timezone: str) -> str:
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(
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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
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- 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,
@@ -66,4 +82,4 @@ agent = CodeAgent(
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
 
8
  from Gradio_UI import GradioUI
9
 
10
  # Below is an example of a tool that does nothing. Amaze us with your creativity !
11
+
12
+
13
  @tool
14
+ # it's import to specify the return type
15
+ def generate_image(prompt: str, style: str) -> str:
16
+ # Keep this format for the description / args / args description but feel free to modify the tool
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+ """A tool that generates an image based on a prompt and a style.
18
  Args:
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+ prompt: the prompt to generate the image
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+ style: the style of the image
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  """
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+ try:
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+ # Add style to the prompt if specified
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+ full_prompt = f"{prompt}, {style} style" if style else prompt
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+
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+ # Generate the image
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+ image = image_generation_tool(full_prompt)
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+
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+ # Return the image
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+ return image
31
+ except Exception as e:
32
+ return f"Error generating image: {str(e)}"
33
+
34
 
35
  @tool
36
  def get_current_time_in_timezone(timezone: str) -> str:
 
51
  final_answer = FinalAnswerTool()
52
 
53
  # 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:
54
+ # model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud'
55
 
56
  model = HfApiModel(
57
+ max_tokens=2096,
58
+ temperature=0.5,
59
+ # it is possible that this model may be overloaded
60
+ model_id='Qwen/Qwen2.5-Coder-32B-Instruct',
61
+ custom_role_conversions=None,
62
  )
63
 
64
 
65
  # Import tool from Hub
66
+ image_generation_tool = load_tool(
67
+ "agents-course/text-to-image", trust_remote_code=True)
68
 
69
  with open("prompts.yaml", 'r') as stream:
70
  prompt_templates = yaml.safe_load(stream)
71
+
72
  agent = CodeAgent(
73
  model=model,
74
+ tools=[final_answer, generate_image], # add your tools here (don't remove final answer)
75
  max_steps=6,
76
  verbosity_level=1,
77
  grammar=None,
 
82
  )
83
 
84
 
85
+ GradioUI(agent).launch()