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Update app.py
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app.py
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@@ -1,50 +1,21 @@
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import gradio as gr
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import
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from transformers import pipeline
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# Load the text summarization pipeline from Hugging Face Transformers
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summarizer = pipeline("summarization")
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input_text
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summary =
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lock = threading.Lock()
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def summarize_text():
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global input_text, summary, running
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while running:
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with lock:
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if input_text.strip():
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summary = summarizer(input_text, max_length=100, min_length=20, do_sample=False)[0]['summary_text']
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# Start summarization in a separate thread
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def start_summarization():
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global running
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running = True
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thread = threading.Thread(target=summarize_text)
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thread.start()
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# Stop summarization
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def stop_summarization():
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global running
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running = False
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def update_input_text(new_input_text):
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global input_text
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input_text = new_input_text
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def get_summary():
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with lock:
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return summary
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# Interface for the Gradio app
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iface = gr.Interface(
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fn=
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inputs=
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outputs=gr.outputs.Textbox(label="Summary"),
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description="Enter text, start the summarization, and stop it when you're satisfied.",
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)
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# Launch the Gradio app
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import gradio as gr
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import tensorflow
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from transformers import pipeline
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# Load the text summarization pipeline from Hugging Face Transformers
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summarizer = pipeline("summarization")
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def summarize_text(input_text):
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summary = summarizer(input_text, max_length=100, min_length=20, do_sample=False)[0]['summary_text']
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return summary
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# Interface for the Gradio app
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iface = gr.Interface(
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fn=summarize_text,
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inputs=gr.inputs.Textbox(lines=5, label="Input Text"),
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outputs=gr.outputs.Textbox(label="Summary"),
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title="Text Summarizer",
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description="Enter a piece of text, and the app will provide a summary.",
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)
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# Launch the Gradio app
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