tharun1507 commited on
Commit
c3df842
·
verified ·
1 Parent(s): eef3de2

Update app.py

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Files changed (1) hide show
  1. app.py +31 -34
app.py CHANGED
@@ -6,7 +6,7 @@ client = InferenceClient("HuggingFaceH4/zephyr-7b-beta")
6
 
7
  def explain_code(
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  code_snippet,
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- history: list[tuple[str, str]],
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  system_message: str,
11
  max_tokens: int,
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  temperature: float,
@@ -14,59 +14,56 @@ def explain_code(
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  ):
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  # Prepare messages for the model
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  messages = [{"role": "system", "content": system_message}]
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-
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  # Append previous interactions
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  for val in history:
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- if val[0]:
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- messages.append({"role": "user", "content": val[0]})
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- if val[1]:
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- messages.append({"role": "assistant", "content": val[1]})
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  # Add the code snippet for explanation
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  messages.append({"role": "user", "content": f"Please provide a detailed explanation of the following code snippet:\n```{code_snippet}```"})
27
 
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  response = ""
29
 
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- # Generate the response using the model
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- for msg in client.chat_completion(
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- messages,
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- max_tokens=max_tokens,
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- stream=True,
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- temperature=temperature,
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- top_p=top_p,
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- ):
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- token = msg.choices[0].delta.content
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- response += token
 
 
40
 
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- return response # Return the complete response
42
 
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- # Example inputs as nested lists
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  examples = [
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- ["x = 5\nprint(x)"], # Simple Variable Assignment
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- ["def add(a, b):\n return a + b\nresult = add(2, 3)\nprint(result)"], # Function Definition
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- ["for i in range(5):\n print(i)"], # Looping Through a Range
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- ["if x > 0:\n print('Positive')\nelse:\n print('Non-positive')"], # Conditional Statement
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- ["squares = [i**2 for i in range(10)]\nprint(squares)"], # List Comprehension
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  ]
51
 
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- # Create the Gradio Chat Interface
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- demo = gr.ChatInterface(
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- explain_code,
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- additional_inputs=[
 
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  gr.Textbox(value="You are an expert assistant that explains Python code snippets clearly and concisely.", label="System message"),
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  gr.Slider(minimum=1, maximum=2048, value=512, step=1, label="Max new tokens"),
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  gr.Slider(minimum=0.1, maximum=4.0, value=0.7, step=0.1, label="Temperature"),
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  gr.Slider(minimum=0.1, maximum=1.0, value=0.95, step=0.05, label="Top-p (nucleus sampling)"),
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  ],
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  examples=examples,
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- )
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-
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- # Update the code snippet input to be a multi-line textbox
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- demo.update_component(
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- "textbox",
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- gr.Textbox(placeholder="Enter your code snippet here...", label="Code Snippet", lines=10) # Multi-line input
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  )
69
 
70
  if __name__ == "__main__":
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  demo.launch()
72
-
 
6
 
7
  def explain_code(
8
  code_snippet,
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+ history,
10
  system_message: str,
11
  max_tokens: int,
12
  temperature: float,
 
14
  ):
15
  # Prepare messages for the model
16
  messages = [{"role": "system", "content": system_message}]
17
+
18
  # Append previous interactions
19
  for val in history:
20
+ if val['role'] == 'user':
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+ messages.append({"role": "user", "content": val['content']})
22
+ elif val['role'] == 'assistant':
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+ messages.append({"role": "assistant", "content": val['content']})
24
 
25
  # Add the code snippet for explanation
26
  messages.append({"role": "user", "content": f"Please provide a detailed explanation of the following code snippet:\n```{code_snippet}```"})
27
 
28
  response = ""
29
 
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+ try:
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+ for msg in client.chat_completion(
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+ messages,
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+ max_tokens=max_tokens,
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+ stream=True,
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+ temperature=temperature,
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+ top_p=top_p,
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+ ):
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+ token = msg.choices[0].delta.content
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+ response += token
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+ except Exception as e:
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+ return f"An error occurred: {str(e)}"
42
 
43
+ return response
44
 
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+ # Example inputs
46
  examples = [
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+ ["x = 5\nprint(x)"],
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+ ["def add(a, b):\n return a + b\nresult = add(2, 3)\nprint(result)"],
49
+ ["for i in range(5):\n print(i)"],
50
+ ["if x > 0:\n print('Positive')\nelse:\n print('Non-positive')"],
51
+ ["squares = [i**2 for i in range(10)]\nprint(squares)"],
52
  ]
53
 
54
+ # Create the Gradio Interface
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+ demo = gr.Interface(
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+ fn=explain_code,
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+ inputs=[
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+ gr.Textbox(placeholder="Enter your code snippet here...", label="Code Snippet", lines=10),
59
  gr.Textbox(value="You are an expert assistant that explains Python code snippets clearly and concisely.", label="System message"),
60
  gr.Slider(minimum=1, maximum=2048, value=512, step=1, label="Max new tokens"),
61
  gr.Slider(minimum=0.1, maximum=4.0, value=0.7, step=0.1, label="Temperature"),
62
  gr.Slider(minimum=0.1, maximum=1.0, value=0.95, step=0.05, label="Top-p (nucleus sampling)"),
63
  ],
64
  examples=examples,
65
+ title="Python Code Explainer"
 
 
 
 
 
66
  )
67
 
68
  if __name__ == "__main__":
69
  demo.launch()