Sg-at-srijan-us-kg commited on
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Create app.py

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  1. app.py +56 -0
app.py ADDED
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+ import gradio as gr
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+ from huggingface_hub import InferenceClient
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+
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+ # Initialize the Hugging Face Inference Client
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+ client = InferenceClient()
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+
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+ # Function to stream the compliance suggestions as they are generated
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+ def analyze_compliance_stream(code, compliance_standard):
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+ prompt = f"Analyze the following code for {compliance_standard} compliance and suggest modifications or refactoring to meet the guidelines:\n\n{code}"
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+
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+ messages = [
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+ {"role": "user", "content": prompt}
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+ ]
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+
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+ # Create a stream to receive generated content
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+ stream = client.chat.completions.create(
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+ model="Qwen/Qwen2.5-Coder-32B-Instruct",
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+ messages=messages,
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+ temperature=0.5,
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+ max_tokens=1024,
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+ top_p=0.7,
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+ stream=True
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+ )
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+
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+ # Stream content as it is generated
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+ compliance_suggestions = ""
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+ for chunk in stream:
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+ compliance_suggestions += chunk.choices[0].delta.content
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+ yield compliance_suggestions # Yield incremental content to display immediately
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+
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+ # Create Gradio interface with the modified layout
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+ with gr.Blocks() as app:
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+ gr.Markdown("## Code Compliance Advisor")
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+ gr.Markdown("Analyze your code for legal compliance and security standards (e.g., GDPR, HIPAA) and receive actionable suggestions.")
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+
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+ with gr.Row():
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+ # First column for input components
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+ with gr.Column():
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+ code_input = gr.Textbox(lines=10, label="Code Snippet", placeholder="Enter your code here", elem_id="full_width")
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+ compliance_standard = gr.Dropdown(
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+ choices=["GDPR", "HIPAA", "PCI-DSS", "SOC 2", "ISO 27001"],
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+ label="Compliance Standard",
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+ value="GDPR"
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+ )
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+ analyze_button = gr.Button("Analyze Compliance")
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+
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+ # Second column for output
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+ with gr.Column():
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+ gr.Markdown("### Compliance Suggestions") # This acts as the label for the output
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+ output_markdown = gr.Markdown()
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+
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+ # Link button to function with inputs and outputs
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+ analyze_button.click(fn=analyze_compliance_stream, inputs=[code_input, compliance_standard], outputs=output_markdown)
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+
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+ # Run the Gradio app
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+ app.launch()