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Runtime error
Runtime error
Update app.py
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app.py
CHANGED
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@@ -13,20 +13,12 @@ def extract_text_from_pdf(pdf_content):
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def generate_summary(file_content):
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# Load pre-trained Flan-T5 model
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text_generator = pipeline("text2text-generation", model="google/flan-t5-base")
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# Handle PDF files separately
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if file_content.type == "application/pdf":
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input_text = extract_text_from_pdf(file_content.read())
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else:
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# Assume text file, directly use the content
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input_text = file_content.read().decode("utf-8")
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# Generate summary
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summary = text_generator(input_text, max_length=1024, num_beams=4)
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# Return results
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return {
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"Extracted Information": input_text,
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"Book Summary": summary[0]["generated_text"],
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@@ -36,7 +28,7 @@ def generate_summary(file_content):
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iface = gr.Interface(
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fn=generate_summary,
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inputs=gr.File(),
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outputs=[
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gr.Textbox(),
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gr.Textbox(),
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def generate_summary(file_content):
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text_generator = pipeline("text2text-generation", model="google/flan-t5-base")
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if file_content.type == "application/pdf":
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input_text = extract_text_from_pdf(file_content.read())
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else:
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input_text = file_content.read().decode("utf-8")
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summary = text_generator(input_text, max_length=1024, num_beams=4)
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return {
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"Extracted Information": input_text,
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"Book Summary": summary[0]["generated_text"],
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iface = gr.Interface(
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fn=generate_summary,
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inputs=gr.File(),
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outputs=[
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gr.Textbox(),
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gr.Textbox(),
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