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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
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model
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def rewrite(text, style):
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if style == "More formal":
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with gr.Blocks(title="AI Text Rewriter") as demo:
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gr.Markdown(
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"
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"Paste a sentence
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text_input = gr.Textbox(
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label="Your text",
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)
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value="More friendly"
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)
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output = gr.Textbox(label="
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btn = gr.Button("Rewrite with AI")
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btn.click(fn=rewrite, inputs=[text_input, style], outputs=output)
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demo.launch()
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import gradio as gr
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from functools import lru_cache
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@lru_cache(maxsize=1)
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def get_rewriter():
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"""
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Use a lightweight instruction-following model that can run on CPU.
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flan-t5-small is generally more reliable for "rewrite" than GPT2-style models.
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"""
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from transformers import pipeline
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return pipeline(
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task="text2text-generation",
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model="google/flan-t5-small",
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device=-1, # CPU
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)
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def build_prompt(text: str, style: str) -> str:
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text = (text or "").strip()
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if not text:
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return ""
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if style == "More formal":
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return (
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"Rewrite the text in a more formal tone. "
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"Keep the original meaning. Output only the rewritten text.\n\n"
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f"Text: {text}"
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)
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if style == "More friendly":
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return (
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"Rewrite the text in a friendly, warm tone. "
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"Keep the original meaning. Output only the rewritten text.\n\n"
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f"Text: {text}"
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)
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return (
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"Rewrite the text to be shorter and clearer. "
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"Keep the original meaning. Output only the rewritten text.\n\n"
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f"Text: {text}"
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)
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def rewrite(text: str, style: str) -> str:
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text = (text or "").strip()
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if not text:
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return "Please enter some text."
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prompt = build_prompt(text, style)
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try:
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rewriter = get_rewriter()
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out = rewriter(
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prompt,
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max_new_tokens=128,
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do_sample=False,
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)
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result = (out[0].get("generated_text") or "").strip()
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return result if result else "No output. Try a shorter input."
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except Exception as e:
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return (
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"Error: failed to run the model.\n"
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"If this is the first run, the Space may still be downloading the model.\n\n"
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f"Details: {type(e).__name__}: {e}"
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)
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with gr.Blocks(title="AI Text Rewriter") as demo:
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gr.Markdown(
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"AI Text Rewriter\n"
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"Paste a sentence or short paragraph, choose a style, then rewrite with AI."
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)
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with gr.Row():
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style = gr.Radio(
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["More formal", "More friendly", "Shorter"],
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value="More friendly",
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label="Rewrite style",
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)
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text_input = gr.Textbox(
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label="Your text",
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placeholder="Type or paste text here...",
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lines=5,
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)
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with gr.Row():
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btn = gr.Button("Rewrite with AI")
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clear = gr.Button("Clear")
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output = gr.Textbox(label="Result", lines=6)
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btn.click(fn=rewrite, inputs=[text_input, style], outputs=output)
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clear.click(fn=lambda: ("", ""), inputs=None, outputs=[text_input, output])
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demo.launch()
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