Create app.py
Browse files
app.py
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from transformers import AutoModelForCausalLM, AutoTokenizer
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import gradio as gr
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# Load Hugging Face's CodeGen model
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model_name = "Salesforce/codegen-2B-multi"
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tokenizer = AutoTokenizer.from_pretrained(model_name)
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model = AutoModelForCausalLM.from_pretrained(model_name)
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# Function to review Python code
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def review_code(code_snippet):
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inputs = tokenizer(code_snippet, return_tensors="pt")
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outputs = model.generate(**inputs, max_length=512)
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reviewed_code = tokenizer.decode(outputs[0], skip_special_tokens=True)
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return reviewed_code
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# Function to handle UI logic
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def check_code(input_code):
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reviewed_code = review_code(input_code)
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return input_code, reviewed_code, reviewed_code # Return all for UI & download
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# Gradio UI with Side-by-Side Comparison & Download Option
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interface = gr.Interface(
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fn=check_code,
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inputs=gr.Textbox(label="Enter Python Code"),
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outputs=[
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gr.Textbox(label="Original Code", interactive=False), # Left side
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gr.Textbox(label="Reviewed Code", interactive=False), # Right side
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gr.File(label="Download Reviewed Code") # Download button
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],
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title="AI Code Reviewer",
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description="📌 Enter Python code and get a reviewed version. Download the reviewed code as a file.",
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allow_flagging="never"
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)
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# Launch the app
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interface.launch(share=True) # share=True allows public access
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