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Create app.py
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app.py
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import gradio as gr
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from transformers import pipeline
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# Code Generation Pipeline
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code_pipeline = pipeline("text-generation", model="Salesforce/codegen-350M-mono")
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def generate_code(prompt):
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output = code_pipeline(prompt, max_length=50)
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return output[0]['generated_text']
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# Gradio Interface
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demo = gr.Interface(
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fn=generate_code,
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inputs=gr.Textbox(label="Enter Code Prompt"),
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outputs=gr.Textbox(label="Generated Code"),
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title="Code Generation with Transformers",
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description="Enter a Python function header or code snippet, and the model will generate the rest."
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)
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demo.launch()
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