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Update 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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# Load the Hugging Face model
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pipe = pipeline("text-generation", model="mistralai/Mistral-7B-Instruct-v0.2")
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# Define what the app does
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def rewrite(text):
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prompt = f"Fix grammar and improve clarity for this text:\n\n{text}"
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output = pipe(prompt, max_new_tokens=300, do_sample=True)[0]['generated_text']
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return output
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# Create the interface
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gr.Interface(
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fn=rewrite,
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inputs=gr.Textbox(lines=10, placeholder="Paste your essay here..."),
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outputs=gr.Textbox(lines=10, label="Improved Essay"),
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title="AI Essay Rewriter",
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description="Paste an essay or paragraph and get an improved version using Mistral-7B."
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).launch()
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